Nous présentons un ensemble d’observations et de repères méthodologiques issus de la constitution et de l’annotation du corpus MC4 « Modélisation Contrastive et Computationnelle des Chaînes de Coréférences », corpus de (très) petite taille qui a permis des expérimentations, des études de faisabilité puis l’élaboration d’un corpus de beaucoup plus grande taille, celui du projet Democrat « Description et modélisation des chaînes de référence : outils pour l’annotation et le traitement automatique ». Nos remarques traitent (...) notamment de la taille d’un corpus annoté et du besoin de documentation complète, même pour un très petit corpus incompatible avec des exploitations ADT et TAL. (shrink)

Argument schemes are abstractions substantiating the inferential connection between premise(s) and conclusion in argumentative communication. Identifying such conventional patterns of reasoning is essential to the interpretation and evaluation of argumentation. Whether studying argumentation from a theory-driven or data-driven perspective, insight into the actual use of argumentation in communicative practice is essential. Large and reliably annotated corpora of argumentative discourse to quantitatively provide such insight are few and far between. This is all the more true for argument scheme corpora, which tend (...) to suffer from a combination of limited size, poor validation, and the use of ad hoc restricted typologies. In the current paper, we describe the annotation of schemes on the basis of two distinct classifications: Walton’s taxonomy of argument schemes, and Wagemans’ Periodic Table of Arguments. We describe the annotation procedure for each, and the quantitative characteristics of the resulting annotated text corpora. In doing so, we extend the annotation of the preexisting US2016 corpus of televised election debates, resulting in, to the best of our knowledge, the two largest consistently annotated corpora of schemes in argumentative dialogue publicly available. Based on evaluation in terms of inter-annotator agreement, we propose further improvements to the guidelines for annotating schemes: the argument scheme key, and the Argument Type Identification Procedure. (shrink)

The aim of the research is to identify the role of policies and procedures for the electronic document management system in the success of the electronic document management system in the Palestinian Pension Agency. In order to achieve the objectives of the study, the researchers used the analytical descriptive method in which the tries to describe the phenomenon studied, analyze its data, the relationship between its components and the opinions that are raised around it, and use the comprehensive inventory method (...) due to the small size of the society. (108) questionnaires were distributed to the community of 65 employees in Gaza Strip and 43 employees in the West Bank. All the responses were retrieved. The research found that there is a clear adoption by the Commission of the policies and procedures put in place to implement the electronic management system of electronic documents. The study showed that there are no statistically significant differences between the responses of the study population regarding the role of policies and procedures for the electronic document management system in the success of the electronic document management system in the Palestinian Pension Agency due to variable (age, nature of job, specialization). And showed that there is a fundamental difference in the opinion of members of the study community on the role of policies and procedures for the electronic document management system in the success of the electronic document management system in the Palestinian Pension Agency attributed to the scientific qualification, and shows the difference in favor of the bachelor's degree. And years of service, and shows the difference in favor of the 11-15 year category. The research led to a number of recommendations, the most important of which is the increase of interest and awareness of the need to implement policies and procedures to ensure the success of the electronic document management system through access to and benefit from the experiences of other institutions and the private sector. And the need to focus on the attention to develop appropriate and clear plans and dissemination on the electronic document management system and specific to specific objectives and the Commission is committed to apply them, the need to pay attention to the development of strategic plans and policies and work mechanisms commensurate with the electronic document management system, and the need to define a policy in advance to form a team of different specialties of the staff of the Authority and cooperation with consultants from outside the body to work on the electronic document system. (shrink)

Keyword extraction refers to the process of selecting most significant, relevant, and descriptive terms as keywords, which are present inside a single document. Keyword extraction has major applications in the information retrieval domain, such as analysis, summarization, indexing, and search, of documents. In this paper, we present a novel supervised technique for extraction of keywords from medium-sized documents, namely Corpus-based Contextual Semantic Smoothing. CCSS extends the concept of Contextual Semantic Smoothing, which considers term usage patterns in similar texts to (...) improve term relevance information. We introduce four more features beyond CSS as our novel contributions in this work. We systematically compare the performance of CCSS with other techniques, when implemented over INSPEC dataset, where CCSS outperforms all state-of-the-art keyphrase extraction techniques presented in the literature. (shrink)

We present an annotation scheme describing the argument structure of judgement documents, a central construct in Japanese law. To support the final goal of this work, namely summarisation aimed at the legal professions, we have designed blueprint models of summaries of various granularities, and our annotation model in turn is fitted around the information needed for the summaries. In this paper we report results of a manual annotation study, showing that the annotation is stable. The annotated (...) corpus we created contains 89 documents. We also designed and implemented the first two stages of an algorithm for the automatic extraction of argument structure, and present evaluation results. (shrink)

The ARXMLIV corpus is a remarkable collection of text containing scientific mathematical discourse. With more than half a million documents, it is an ambitious target for large scale linguistic and semantic analysis, requiring a generalized and distributed approach. In this paper we implement an architecture which solves and automates the issues of knowledge representation and knowledge management, providing an abstraction layer for distributed development of semantic analysis tools. Furthermore, we enable document interaction and visualization and present current implementations of (...) semantic tools and follow-up applications using this architecture. We identify five different stages, or purposes, which such architecture needs to address, encapsulating each in an independent module. These stages are determined by the different properties of the document formats used, as well as the state of processing and linguistic enrichment introduced so far. We discuss the need of migration between XML representations and the challenges it would pose on our system, revealing the benefits and trade-off of each format we employ. In the heart of the architecture lies the Semantic Blackboard module. The Semantic Blackboard comprises a system based on a centralized RDF database which can facilitate distributed corpus analysis of arbitrary applications, or analysis modules. This is achieved by providing a document abstraction layer and a mechanism for storing, reusing and communicating results via RDF stand-off annotations deposited in the central database. Achieving a properly encapsulated and automated pipeline from the input corpus document to a semantically enriched output in a state-of-the-art representation is the task of the Preprocessing, Semantic Result and Output Generation modules. Each of them addresses the task of format migration and enhances the document for further semantic enrichment or aggregation. The fifth module, targeting Visualization and Feedback, enables user interaction and display of different stages of processing.. (shrink)

La multiplication des très grands corpus en linguistique historique a entraîné des discussions nombreuses sur les procédures d’annotation et les métadonnées associées, notamment concernant les questions relevant de l’étiquetage morphosyntaxique et de la tokenisation. D’autres sujets cruciaux, en revanche, semblent moins abordés, comme la question de la découpe en propositions ou en « phrases » des données linguistiques, la préservation des informations philologiques ou, encore, la question de l’encodage et des formats de données. Notre contribution explore ces thématiques (...) en prenant exemple sur le corpus MICLE, qui a dû résoudre des difficultés inédites au long de sa constitution. (shrink)

This article aims to describe the construction and annotation of a multimodal and multilingual (French, English, and Mandarin Chinese) corpus for the study of second language acquisition and professional development in language teaching. The corpus was built within a research project whose main objective is to determine which techno-semio-pedagogical competencies are developed informally and which ones require formal training. In this paper, we explain the theoretical framework adopted, characterized by an ecological approach to the interactive environment. We (...) subsequently illustrate the procedures for the collection of audio, video and eye-tracking data. We also provide details of the annotation of raw data to produce a corpus of analysis drawing on different automatic and semi-automatic annotation tools. Finally, we explain how such a corpus enables us to study the development of learners’ multimodal competence and tutors’ techno-pedagogical competence and point to some other possible research questions. (shrink)

Nous présentons une étude en cours sur la coréférence lorsque le référent est un individu ou un groupe d’individus. Avec l’objectif d’annoter manuellement les expressions référentielles et les chaînes de coréférence d’un texte écrit, nous décrivons les problèmes rencontrés et les solutions adoptées face à la nature sémantico-pragmatique des phénomènes retenus, à leur complexité, à la présence fréquente d’ambiguïtés et de sous-déterminations, et aux relations d’appartenance parfois floue d’un individu à des groupes. Nous montrons comment faire évoluer les outils d’ (...) class='Hi'>annotation pour optimiser les analyses linguistiques et leur fournir de nouveaux indicateurs. (shrink)

We describe a deep generative model in which the lowest layer represents the word-count vector of a document and the top layer represents a learned binary code for that document. The top two layers of the generative model form an undirected associative memory and the remaining layers form a belief net with directed, top-down connections. We present efficient learning and inference procedures for this type of generative model and show that it allows more accurate and much faster retrieval than latent (...) semantic analysis. By using our method as a filter for a much slower method called TF-IDF we achieve higher accuracy than TF-IDF alone and save several orders of magnitude in retrieval time. By using short binary codes as addresses, we can perform retrieval on very large document sets in a time that is independent of the size of the document set using only one word of memory to describe each document. (shrink)

La base de données orales de français de Suisse romande (OFROM) contient des transcriptions d’enregistrements auxquels ont participé des locuteurs nés et vivant en Suisse. Elle a été créée par des linguistes soucieux de documenter les usages oraux du français en Suisse romande, et de combler ainsi le retard dans la description des usages oraux de la langue parlée dans cette partie de la francophonie, notamment sur le plan du lexique, de la syntaxe et de la phonologie. La base de (...) données OFROM a été mise en ligne en décembre 2012 ; elle est encore jeune et d’ampleur modeste (65 heures de parole pour près de 410 000 mots transcrits, au moment où nous écrivons), mais il est prévu de l’enrichir et de la diversifier régulièrement au cours des années à venir. La première partie de cet article présente les principes fondamentaux qui ont guidé la constitution de la base (choix des locuteurs, des supports et conventions de transcription, annotations, etc.). La seconde partie contient les résultats obtenus à l’issue d’études en cours ou de sondages prospectifs, portant sur la variation lexicale et la variation syntaxique. Ils permettront d’illustrer quelques-unes des potentialités qu’offrent la base et son moteur de recherche. (shrink)

We develop an approach to automatically identify the most probable multiword constructions used in children’s utterances, given syntactically annotated utterances from the Brown corpus of CHILDES. The found constructions cover many interesting linguistic phenomena from the language acquisition literature and show a progression from very concrete toward abstract constructions. We show quantitatively that for all children of the Brown corpus grammatical abstraction, defined as the relative number of variable slots in the productive units of their grammar, increases globally (...) with age. (shrink)

Nous présentons une étude originale en cours visant la compréhension des relations entre variations sociolinguistiques et réseau social. Sa démarche empirique repose sur le recueil de données sociales et langagières massives et longitudinales au sein d’une école maternelle. Environ 200 individus (enfants et adultes) sont équipés une semaine par mois pendant 3 ans de capteurs qui enregistrent en continu à la fois leurs interactions verbales et leurs contacts sociaux. Dans cet article, à visée principalement méthodologique, nous exposons les dispositifs mis (...) en place pour le recueil et les procédures mises en œuvre pour la transcription et l’annotation de données orales massives. Enfin, nous présentons les potentialités offertes par ce type de recueil pour affiner, automatiser et systématiser l’analyse variationniste des relations entre réseau social et variations sociolinguistiques. (shrink)

The first studies that sought to establish two-way communication between humans and great apes led to important findings but were nevertheless heavily criticized for their training methods, testing procedures, and claims. More recently, hundreds of pet owners around the world have begun training domesticated animals to use Augmentative Interspecies Communication (AIC) soundboard devices, contributing to the first ever large-scale study on interspecies communication. Here, we introduce our scientific approach to our global citizen science project, where we will investigate how dogs (...) and cats use AIC devices, building an incremental research program starting from their associative learning of buttons to determining how AIC device use might impact their welfare and their capacity for symbolic representation. We discuss how our multi-faceted approach can alleviate many of the concerns regarding the original studies performed with apes, achieving larger sample sizes, ample documentation of training techniques, and testing animals’ performance in controlled experimental settings. (shrink)

Este artículo muestra que la obra de Foucault puede dividirse en cuatro categorías de documentos: los libros publicados en vida, los documentos de Dits et écrits, los cursos del Collège de France y los textos póstumos. Cada categoría tiene un registro distinto: los libros publicados en vida del autor representan para el investigador un corpus documental más confiable, pues se trata de una obra revisada, aprobada y finalizada por Foucault. Los documentos de Dits et écrits son diversos, y tienen (...) un registro más ligado a oralidad, al pensamiento inmediato, a la premura de la respuesta. Los cursos del Collège de France tienen un registro mucho más complejo por las modificaciones que los editores debieron realizar para convertir el lenguaje oral al escrito y porque se tratan de investigaciones en curso. Por último, los textos póstumos son mucho más complejos y en cierto sentido menos confiables, peropermiten pensar; por ejemplo, en las aparentes pausas investigativas que hay entre la publicación de los libros. (shrink)

Cet article porte sur des problèmes d’analyse en corpus de structures discursives, en partant de l’exemple de la procéduralité. Quand l’objet d’étude ne porte pas sur une forme particulière, il est difficile de recueillir les données à analyser sans idée préconçue, c’est-à-dire sans biaiser a priori les résultats. L’article propose une méthode permettant de résoudre en partie ces problèmes, en partant d’une annotation à plusieurs mains qui est progressivement unifiée afin d’obtenir un résultat objectif. Nous montrons que cette (...) étape fait pleinement partie de l’étude linguistique elle-même. (shrink)

This paper examines patterns of metaphor in usage. Four samples of text excerpts of on average 47,000 words each were taken from the British National Corpus and annotated for metaphor. The linguistic metaphor data were collected by five analysts on the basis of a highly explicit identification procedure that is a variant of the approach developed by the Pragglejaz Group (Metaphor and Symbol 22: 1–39, 2007). Part of this paper is a report of the protocol and the reliability of (...) the procedure. Data analysis shows that, on average, one in every seven and a half lexical units in the corpus is related to metaphor defined as a potential cross-domain mapping in conceptual structure. It also appears that the bulk of the expression of metaphor in discourse consists of non-signalled metaphorically used words, not similes. The distribution of metaphor-related words, finally, turns out to be quite variable between the four registers examined in this study: academic texts have 18.5%, news 16.4%, fiction 11.7%, and conversation 7.7%. The systematic comparative investigation of these registers raises new questions about the relation between cognitive linguistic and other approaches to metaphor. (shrink)

We describe research carried out as part of a text summarisation project for the legal domain for which we use a new XML corpus of judgments of the UK House of Lords. These judgments represent a particularly important part of public discourse due to the role that precedents play in English law. We present experimental results using a range of features and machine learning techniques for the task of predicting the rhetorical status of sentences and for the task of (...) selecting the most summary-worthy sentences from a document. Results for these components are encouraging as they achieve state-of-the-art accuracy using robust, automatically generated cue phrase information. Sample output from the system illustrates the potential of summarisation technology for legal information management systems and highlights the utility of our rhetorical annotation scheme as a model of legal discourse, which provides a clear means for structuring summaries and tailoring them to different types of users. (shrink)

Cet article propose un tour d’horizon de différents types de biais que l’on peut rencontrer dans les études basées sur l’annotation de corpus vidéo de langue des signes. En tâchant de situer objectivement les choix effectués et les biais potentiels à chaque étape, nous décrivons les méthodologies que nous avons mises en place dans trois études, portant respectivement sur la synchronisation des composantes corporelles, le mouvement des sourcils et les clignements des yeux, puis la coarticulation.

In recent years large amounts of electronic texts have become available. While the first of these corpora had only a low level of annotation, the more recent ones are annotated with refined syntactic information. To make these rich annotations accessible for linguists, the development of query systems has become an important goal. One of the main difficulties in this task consists in the choice of the right query language, a language which at the same time should be powerful enough (...) to let users formulate the queries they want and which should be efficiently evaluable to keep query response times short. There is a widespread belief that such a query language does not exist. It is therefore the aim of this paper to show that there is indeed a powerful query language that can be efficiently evaluated. We propose the use of monadic second-order logic as a query language. We show that a query in this language can be evaluated in linear time in the size of a tree in the corpus. We also provide examples of complicated linguistic queries expressed in monadic second-order logic thereby demonstrating the high expressive power of the language. (shrink)

The research on Tibetan speech synthesis technology has been mainly focusing on single dialect, and thus there is a lack of research on Tibetan multidialect speech synthesis technology. This paper presents an end-to-end Tibetan multidialect speech synthesis model to realize a speech synthesis system which can be used to synthesize different Tibetan dialects. Firstly, Wylie transliteration scheme is used to convert the Tibetan text into the corresponding Latin letters, which effectively reduces the size of training corpus and the workload (...) of front-end text processing. Secondly, a shared feature prediction network with a cyclic sequence-to-sequence structure is built, which maps the Latin transliteration vector of Tibetan character to Mel spectrograms and learns the relevant features of multidialect speech data. Thirdly, two dialect-specific WaveNet vocoders are combined with the feature prediction network, which synthesizes the Mel spectrum of Lhasa-Ü-Tsang and Amdo pastoral dialect into time-domain waveform, respectively. The model avoids using a large number of Tibetan dialect expertise for processing some time-consuming tasks, such as phonetic analysis and phonological annotation. Additionally, it can directly synthesize Lhasa-Ü-Tsang and Amdo pastoral speech on the existing text annotation. The experimental results show that the synthesized speech of Lhasa-Ü-Tsang and Amdo pastoral dialect based on our proposed method has better clarity and naturalness than the Tibetan monolingual model. (shrink)

Mariage et séparation à Damas au moyen âge: Un corpus de 62 documents juridiques inédits entre 337/948 et 698/1299. Edited by Jean-Michel Mouton, Domi nique Sourdel, and Janine Sourdel-Thomine. Documents relatifs à l’histoire des Croisades, vol. 21. Paris: L’Académie des Inscriptions et Belles- Lettres, 2013. Pp. 327, illus. €40.

Depuis les années soixante-dix et le corpus de Montréal (Sankoff et al., 1976), les corpus oraux et multimodaux ont été au cœur des transformations technologiques, méthodologiques et théoriques de la linguistique sur corpus numériques, reconfigurant les attentes en matière de conservation des documents sonores. Les outils et instruments de transcription, d’annotation, de traitement du signal, de textométrie, de visualisation, et plus généralement tous les outils du TAL et du traitement de don...

Recent years have seen a notable increase in the production of scientific expertise by large multidisciplinary groups. The issue we address is how reports may be written by such groups in spite of their size and of formidable obstacles: complexity of subject matter, uncertainty, and scientific disagreement. Our focus is on the International Panel on Climate Change, unquestionably the best-known case of such collective scientific expertise. What we show is that the organization of work within the IPCC aims to make (...) it possible to produce documents that are indeed expert reports. To do so, we first put forward the epistemic norms that apply to expert reports in general, that is, the properties that reports should have in order to be useful and to help decision-making. Section 2 claims that these properties are: intelligibility, relevance and accuracy. Based on this analysis, section 3 points to the difficulties of having IPCC reports indeed satisfying these norms. We then show how the organization of work within the IPCC aims at and to a large extent secures intelligibility, relevance and accuracy, with the result that IPCC reports can be relied on for decision-making. Section 4 focuses on the fundamentals of IPCC’s work organization--that is, division of labour within the IPCC--while section 5 investigates three frameworks that were introduced over the course of the functioning of the IPCC: the reviewing procedure of IPCC reports, the language that IPCC authors use to express uncertainty and the Coupled Model Intercomparison Project. Concluding remarks are offered in section 6. (shrink)

Photo ID 222412412 © US Navy Medicine | Dreamstime.com ABSTRACT In a non-military setting, the answer is clear: it would be unethical to treat someone based on non-medical considerations such as nationality. We argue that Battlefield Triage is a moral tragedy, meaning that it is a situation in which there is no morally blameless decision and that the demands of justice cannot be satisfied. INTRODUCTION Medical resources in an austere environment without quick recourse for resupply or casualty evacuation are often (...) limited. The shortage extends not only to supplies like blood products and drugs, but physicians and other medical personnel. In the midst of a mass casualty scenario, such as a battle that includes intense ground fighting, the medical staff will stretch scarce resources and triage casualties according to specific criteria. Typically, they proceed by providing care for the most severely wounded first, referred to here as conventional triage. At times, though, the staff may reverse the triage so that soldiers with minor wounds can return to the fight. In a mass casualty situation, when medical personnel apply conventional triage and treat casualties from opposing forces, a dilemma may arise. We argue that it can be permissible for military physicians to prioritize their own soldiers over enemy combatants in a mass casualty triage, where reverse triage does not apply. The case we will focus on is as follows: Battlefield Triage: During combat operations on a remote island in the Pacific Ocean, a compatriot soldier and an enemy combatant arrive at the compatriot soldier country’s medical treatment facility. Both have similar gunshot wounds to the abdomen, and they arrive with similar conditions. Both have low oxygen saturation and excessive blood loss. The sole physician only has enough time to stabilize one person. The scenario is brief, and we are aware that medical rules of eligibility will most often dictate how the physician proceeds,[1] but this scenario is useful in setting up the question we focus on in this paper: would it be wrong to favor the stabilization of a soldier just because the soldier is the physician’s compatriot? In other words, can nationality serve as an ethically justified tiebreaker in a situation such as Battlefield Triage?[2] In a non-military setting, the answer is clear: it would be unethical to treat someone based on non-medical considerations such as nationality. The AMA’s Code of Medical Ethics asserts that physicians have “ethical obligations to place patients’ welfare above their self-interest and above obligations to other groups.”[3] The World Medical Association’s Declaration of Tokyo affirms that “no motive, whether personal, collective or political, shall prevail against this higher purpose” of alleviating distress.[4] Physicians are taught early on that triage decisions must be medically indicated and made without consideration of factors such as race, ethnicity, religion, social status, and nationality. They are taught that public trust and obligations of justice grounded in equality demand that only medical indications be considered. But military physicians in a military setting are beholden to obligations, duties, and responsibilities as members of the military, and when these obligations, duties, and responsibilities conflict, as they do in Battlefield Triage, which loyalties win out and why?[5] Critics of partiality on national grounds argue that partiality undermines public trust in medicine and justice because everyone should be treated equally regardless of nationality.[6] Proponents of partiality argue that military obligations supersede equality and that justice requires partiality in such cases.[7] Despite the critics’ disagreement, both agree that there is a morally right, perhaps even blameless, course of action. Drawing on insights from virtue ethics, we argue that Battlefield Triage is a moral tragedy in which justice is unattainable and there is no action without moral cost. The assumption that there is a morally right choice is flawed. We argue that while no decision in this scenario is free from moral blame, there are reasons to favor treating one’s soldiers over enemy combatants. I. The Case Against Partiality There is a common assumption that there is a morally right or just decision in Battlefield Triage. A number of organizations and scholars claim that it is wrong for military physicians to favor their own soldiers on the grounds of nationality or some form of ‘group membership.’ (In a conflict involving service members from multiple nations working as a coalition, a soldier from an allied country may receive the same priority as the US service member due to ‘group membership.’) The World Medical Association’s WMA Declaration of Lisbon on the Rights of the Patient, which was reaffirmed in 2015, posits that, “[i]n circumstances where a choice must be made between potential patients for a particular treatment that is in limited supply, all such patients are entitled to a fair selection procedure for that treatment. That choice must be based on medical criteria and made without discrimination.”[8] This echoes what was set forth in Article 12 of the Geneva Conventions, which states that “[o]nly urgent medical reasons will authorize priority in the order of treatment to be administered.”[9] The argument for impartiality in Battlefield Triage is that every person is morally equal, and equality entails that medical distribution is, “based on a combination of medical need and urgency.”[10] This is in keeping with the bioethical principles that are generally applied.[11] II. The Case for Partiality On the other side, there are arguments that favoritism is the ethically right decision in Battlefield Triage.[12] The argument asserts that members of the military form a morally significant community of friends and participation in these relationships demands partiality. Just as parents have strong ethical duties to their children and not just any children, military personnel have ethical duties to their group, a group that involves an affirmation of mutual aid and support. Some have termed these ‘associative duties. According to Michael Gross, obligations of friendship, care, and solidarity “leave very little room for generally applicable principles of justice that would obligate a medic to treat enemy or non-compatriot wounded ahead of their compatriots.”[13] This is true in Battlefield Triage, but it may also be true even if the enemy’s soldier were more seriously wounded: “the ethics of small group cohesion, largely an ethics of care, mostly replaces the demands of impartial justice.”[14] In a more recent article, Gross explains that preferential treatment is ethically justified based on fighting capability and “the special obligations people owe friends, family, and, no less, comrades-in-arms.”[15] To not show partiality to the US soldier would be morally wrong on the grounds of friendship and mutual care.[16] III. The Moral Tragedy of Battlefield Triage Defenders and critics of Battlefield Triage favoritism based on nationality both frame their position as just or fair. For example, Justin List argues that physicians are “bound to practice medical neutrality,”[17] Marcus Adams denies that physicians “possess special ethical obligations” to enemy combatants because of their profession.[18] These perspectives assume that there is a morally right decision and that justice is attainable. The assumption that there is or can be a morally right Battlefield Triage decision, and we need to put our heads together to figure it out, remains strongly entrenched. However, the facts of the situation should give us pause; there are too many people and too few resources, and this demands a decision-making process that determines who will receive scarce resources. By its very nature, a battlefield triage decision has to be made based on some characteristic or value, a characteristic or value that will inevitably favor some at the expense of others. This is precisely why competing analyses “in the military context struggle to resolve these conflicts satisfactorily.”[19] Drawing on the insights of virtue ethics, we suggest that Battlefield Triage is a moral tragedy. Virtue ethics suggests that morality is about acting virtuously, which is to say that we should do what a virtuous person would do in the situation. Ethics is about figuring out how a just, wise, compassionate, loving, and fair person would act, and then doing that, as one grows in virtue. But life is not always clear cut, and it is possible that virtuous people may find themselves in a moral tragedy, a situation in which, through no fault of one’s own, a person must make a morally objectionable decision. After the action the virtuous person “emerges having done a terrible thing, the very sort of thing that the callous, dishonest, unjust, or in general vicious agent would characteristically do.”[20] Stated differently, a moral tragedy presents a virtuous person with two or more courses of action, all of which have a moral cost.[21] In Battlefield Triage, no matter how the physician goes about deciding, there is going to be defensible concern from those not saved. The fact that there are more people than can be helped fosters competing values in battlefield triage: maximize lives saved, treat people equally, treat the worse off, and support the war effort. Treating people equally may create tension between treating the worse off, maximizing lives saved, and supporting the war effort. Reverse triage is a case in point, as supporting the war effort conflicts with treating the worse off first, as is a fair lottery system since deploying a lottery may not maximize lives saved or support the war effort. There can be reasons why one person is selected over another, to be sure. Yet, there are reasons for making a decision, and that the decision is subject to legitimate moral concern is another. To recognize the moral tragedy of Battlefield Triage is to recognize the impossibility of acting blamelessly in the situation. In this situation, the virtuous military physician is going to have to sacrifice important values such as justice, compassion, and respect for others, even with a defensible criterion in hand. The physician will grieve this sacrifice accordingly. The physician may find her decision difficult or stressful, and rightly so, because of what her circumstances require of her. This kind of moral tragedy results “in actions which betray and violate the rights of persons to whom there may be a strong duty of care. When this happens, it properly triggers an appropriate moral emotion since our moral integrity has been violated and this affects how we think of ourselves and what we have become.”[22] Rather than view her triage decision as the morally superior choice, the virtuous military physician will view her decisions in these circumstances in a different light: it is the least bad option in a terrible situation, and she did something ethically problematic, something that is contrary to her moral character. She deeply regrets the circumstances in which she had to act. IV. Virtue Ethics A virtue ethicist has insight into how one should go about deciding what to do in a moral tragedy, although virtue ethics may not be as helpful as one may hope. The goal of the virtuous military physician in Battlefield Triage is to adopt the best course of action or the action that she feels she ought to do, all things considered. This does not make her choice devoid of serious wrongdoing—a decision must be made, but that does not make it just. The virtuous military physician will approach the situation with courage, responsibility, and insight. She will think about the decision carefully, wisely, and conscientiously; she will weigh the goods and harms of the choices before her, in conjunction with a proper conception of the good life, human worth, and understanding of her obligations to others—including chain of command, fellow soldiers, and the medical community. She is attuned to the value of human life and has a reasonable idea of the various ways her decisions will affect others. She recognizes that she is in this non-ideal situation through no fault of her own: she is not the one fighting in battles; she is serving her country as a physician, whose job it is to save lives, treat everyone justly, and promote military objectives. She regrets the decision she is forced to make in battlefield triage, acting “with immense regret and pain,” Hursthouse explains, “instead of indifferently or gladly.”[23] This is because, no matter what decision is made, the virtuous military physician “does something terrible or horrible,” something she otherwise would not do and is contrary to her values.[24] V. A Resolvable Moral Tragedy Instead of asking whether there is a morally right decision, in which a decision is morally blameless and above reproach, the virtue ethicist asks whether there is a decision with a convincing rationale, knowing that a decision can have a clear rationale but still be morally tragic. It is perfectly reasonable to think that different virtuous persons will arrive at different courses of action: “two virtuous agents, in the same situation,” Hursthouse writes, “may act differently” in irresolvable moral tragedies, in cases in which there is no clear course of action.[25] Because a person must act in a moral tragedy, one goal is to identify reasons for choosing the chosen action. Some decisions are clearly indefensible—treating neither the compatriot soldier nor the enemy combatant in Battlefield Triage would be wrong—and some decisions are more problematic than others. If the military physician selects to treat the soldier because she does not like the enemy combatant’s skin color, such a reason would be deeply problematic. But much of the debate over how to act in a moral tragedy is not over clearly indefensible or problematic criteria. Instead, the literature is largely about different standards or implementations of justice. Some scholars defend nation-impartial triage as right, while others defend nation-aware triage as right, and each argues that the other side is promoting an unjust or otherwise wrong solution to Battlefield Triage. We suggest that Battlefield Triage is a resolvable moral tragedy and that virtue ethics offers convincing reasons to prefer the treatment of the compatriot soldier rather than the enemy combatant on the grounds of national identity. Virtues are integral to living a good life, a flourishing life, but as Aristotle observed long ago, human beings are inherently social, interdependent and interconnected in profound ways.[26] This goes beyond the obvious fact that we need each other to survive day to day (one person makes clothes, another farms, and another makes tools); the claim is that a good or flourishing life depends in large part on one’s social network or community. This is why many of Aristotle’s moral virtues are other facing: justice, friendship, generosity, and magnanimity, to name a few. Courage, a typically self-facing virtue, is understood by Aristotle to be the virtue that regards one’s fear of death in battle, a battle fought on behalf of one’s city.[27] All of this remains true today. Namely, there is an important sense in which our community matters to our lives: it is easier to live a good, flourishing life if one is part of a good, flourishing community. Our community is made up of smaller groups, and it is more accurate to say that we are simultaneous members of different groups within a broader community. A person may be part of a family, friend group, research team, large state university, city, state, and nation. Groups can function well or not, as we all have experienced, and this suggests that there are virtues or excellences that groups can instantiate. Good groups are unified in purpose, with each member doing their duty alongside others for the attainment of that purpose. Good groups manifest solidarity among their members. Although Aristotle does not list solidarity as a virtue, a number of modern-day virtue ethicists have begun examining how group solidarity can be a virtue that contributes to a good or flourishing life.[28] Solidarity is not conceptualized as an individual virtue, a virtue possessed by a person in isolation of others; instead, it is a collective virtue, a virtue that is shared among members of a defined group with particular ends.[29] “A group has solidarity to the extent that its members are disposed to: (1) share values, aims, or goals; (2) care about those values, aims, or goals; (3) act in accordance with those values, aims, or goals; (4) trust the testimony of other group members with respect to those values, aims, and goals; and (5) feel a sense of belonging to the group.”[30] The virtue of collective or group solidarity involves individuals having special concern for each other, shared aims and values, trust, loyalty, and a sense of belonging with these specific others. There is a oneness to the group in the pursuit of a definite goal or purpose, involving mutual support and affirmation of each member. As such, the group has ends and goods above and beyond the good of each individual person. Sometimes solidarity requires personal sacrifice for the collective (for example, a father sacrificing food so his child can eat). The virtue of collective or group solidarity is important to the military and medical community at every level, and for clear reasons. In the military, there is a clear hierarchy of command, unity of purpose and end, mutual trust and support in complex settings, and so on. Soldiers need to know they can count on one another, and solidarity grounds a soldier’s ability to trust others and be assured of mutual aid. In medicine, solidarity maintains self-regulation of the profession, shared values and goals, as well as public support, not to mention that day-to-day operations require physician trust, engagement, and effort toward the ends of clinical care. Physicians need to work together, along with others, in pursuit of health, and disunity is sowed when there is mistrust, selfishness, or disengagement among the healthcare team and organization. Importantly, just as we are all members of various groups and hence may manifest group solidarity in different settings, the virtuous military physician instantiates collective solidarity with both the medical profession and the military. Her dual loyalty contributes to the moral difficulty of acting in Battlefield Triage. The military physician has competing obligations to distinct groups and cannot satisfy all obligations in Battlefield Triage. Solidarity with the military supports the consideration of favoring the soldier for reasons of national identity, whereas solidarity with the medical community does not. Something has to give, which is why it is a moral tragedy. The virtuous military physician, therefore, must weigh the costs of each course of action. To fulfill her obligations to the medical community would require that she does not use nationality and other non-medical considerations in Battlefield Triage. Since the soldier and enemy combatant are equally injured, justice would demand a random process, perhaps a flip of the coin. Although this may satisfy obligations the military physician has to the medical community, this would be costly to the physician’s military group. If word gets out that the physician decides who to treat based on a coin toss, soldiers, families, and citizens may become frustrated and angry. Soldier morale may go down if it becomes known that a coin flip led to the preventable death of a soldier and the saving of an enemy combatant who had killed (or attempted to kill) other soldiers. As Gross highlights, military solidarity involves a mutual aid promise that military personnel promise to help one another.[31] A military physician is part of the military and, as such, is part of the mutual aid promise, which would appear to be violated if the physician flips a coin. Treating a member of one’s own team may be psychologically more beneficial than treating an enemy combatant and may lead to less moral distress.[32] Finally, treating soldiers rather than enemy combatants promotes broader military and social aims, including returning soldiers to health, maintaining unity of purpose, and minimizing community suffering from a soldier’s death. Favoring members of one’s group, that is, triage based on nationality in Battlefield Triage, would fulfill obligations of military group loyalty, which is contrary to the values and duties of medicine. It does not seem as though showing favoritism in this particular situation is very costly to the medical community or general public, but this is because there is recognition that the physician is in the military. Medicine is impartial to non-medical indications partly because of fairness and to promote public trust in medicine. However, Battlefield Triage is unique, as medicine is being practiced in a non-public, wartime setting. In ordinary circumstances, a patient’s identity is irrelevant, and physicians ought not play favorites. Since Battlefield Triage is not an ordinary circumstance, decisions based on patient identity may not undermine public trust in medicine. In addition, it is contestable that fairness in Battlefield Triage requires that no consideration be paid to one’s nationality. Fairness is about giving each person their due, what is owed to them, and the case can be made that soldiers who place themselves in danger for the sake of the common good or a just cause are owed special attention when they suffer harm in the line of duty. In other words, soldiers voluntarily undergo risk to themselves for the greater good, and society owes them for this sacrifice. This plausibly includes preferential treatment in a situation such as Battlefield Triage. So, while the medical community affirms justice demands non-preferential treatment, the military community can affirm the opposite. The demands of fairness are unclear at best or in conflict in this situation: demands of physician justice decry favoritism, while demands of military justice support favoritism. Triage not based on nationality is arguably unfair and triage based on nationality may not undermine public trust, after all. All things considered, there is a clear rationale for favoring nationality-based preferential treatment in Battlefield Triage. Adopting a nationality-based preference in this situation is more defensible than not. This does not make such a decision ethically right or just. Preference based on nationality is the least bad decision, but it is not morally blameless. It involves one in a serious moral wrong, a wrong otherwise avoided and contrary to one’s character. The virtuous military physician is in a situation in which obligations conflict, and we disagree with Gross, who posits that care of fellow soldiers “is important to the near exclusion of all else.”[33] Gross fails to appreciate the collective virtue of solidarity as applied to those in medicine. The military physician has duties to fellow soldiers but also to fellow physicians, to the medical community, and humanity. To favor a soldier on grounds of nationality violates her duties and responsibilities to this latter group. She is involved in a moral tragedy and can only seek the most just action given the circumstances, yet, at least in virtue ethics, the action remains far from blameless. CONCLUSION We argue that Battlefield Triage is a moral tragedy, meaning that it is a situation in which there is no morally blameless decision and that the demands of justice cannot be satisfied. As such, the virtuous military physician incurs a moral cost to acting as she does—there is a moral residue. However, despite being a moral tragedy, there are clear reasons to act in favor of treating one’s own, considering group solidarity. As such, these kinds of tragedies are resolvable: virtuous military physicians should favor treatment of their own, although they would do so with sorrow. - [1] Militaries set forth medical rules of eligibility or guidelines used to determine whether a person qualifies for specific medical interventions or treatments in certain circumstances, and these guidelines are binding for a military physician. For example, despite opposition from medical organizations, militaries have adopted reverse triage guidelines for military physicians to follow. For ethical discussion, see Falzone, Elisabeth, P. Pasquier, C. Hoffmann, O. Barbier, M. Boutonnet, A. Salvadori, A. Jarrassier, J. Renner, B. Malgras, and S. Mérat. "Triage in military settings." Anaesthesia Critical Care & Pain Medicine 36, no. 1 (2017): 43-51. https://doi.org/10.1016/j.accpm.2016.05.004 [2] There are issues that are related to this, including the triage of civilians and allied soldiers. We set related issues aside for purposes of this paper [3] American Medical Association, Code of Medical Ethics: Current Opinions with Annotations, 2004–2005 ed. (Chicago, IL: AMA, 2004), 300. [4] American Medical Association, Code of Medical Ethics: Current Opinions with Annotations, 2004–2005 ed. (Chicago, IL: AMA, 2004), 300. [5] This is termed the “dual loyalty” dilemma in military medicine and has been described at length elsewhere: Institute of Medicine (US) Board on Health Sciences Policy. Military Medical Ethics: Issues regarding Dual Loyalties: Workshop Summary. Washington (DC): National Academies Press (US); 2008. Toward a Framework for Resolving Dual Loyalties. Available from: https://www.ncbi.nlm.nih.gov/books/NBK214853/ [6] See Kenneth G. Swan and K.G. Swan, Jr., “Triage: The Past Revisited,” Military Medicine 161:8 (1996): 448–452. https://doi.org/10.1093/milmed/161.8.448; Jerome A. Singh, “American Physicians and dual loyalty obligations in the ‘war on terror,’” BMC Medical Ethics 4.4 (2003): 1–10. https://doi.org/10.1186/1472-6939-4-4; Beam, Thomas E. "Medical Ethics on the Battlefield." Military Medical Ethics: Sect. IV. Medical ethics in the military. Medical ethics on the battlefield: the crucible of military medical ethics 2 (2003): 369-402; Hereth, Blake. "Health justice for unjust combatants." Journal of Military Ethics 20, no. 1 (2021): 67-81. https://doi.org/10.1080/15027570.2021.1949782. [7] See Adams, Marcus P. "Triage priorities and military physicians." In Physicians at war: The dual-loyalties challenge, pp. 215-236. Dordrecht: Springer Netherlands, 2008. Gross, Michael L. "Comradery, community, and care in military medical ethics." Theoretical medicine and bioethics 32 (2011): 337-350. https://doi.org/10.1007/s11017-011-9189-6. Gross, Michael L. "The limits of impartial medical treatment during armed conflict." In Military medical ethics for the 21st century, pp. 71-84. Routledge, 2016. [8] World Medical Association, WMA Declaration of Lisbon on the Rights of the Patient. 5 December 2022, https://www.wma.net/policies-post/wma-declaration-of-lisbon-on-the-rights-of-the-patient/ [9] Geneva Convention for the Amelioration of the Condition of Wounded, Sick in Armed Forces in the Field. 12 August 1949. https://www.un.org/en/genocideprevention/documents/atrocity-crimes/Doc.30_GC-I-EN.pdf. [10] List, Justin M. "Medical neutrality and political activism: physicians' roles in conflict situations." In Physicians at war: The dual-loyalties challenge, pp. 237-253. Dordrecht: Springer Netherlands, 2008. 240 [11] Beauchamp, T., and J. Childress. 2013. Principles of Biomedical Ethics, 7th ed. Oxford, United Kingdom: Oxford University Press. [12] Adams, Marcus P. "Triage priorities and military physicians." In Physicians at war: The dual-loyalties challenge, pp. 215-236. Dordrecht: Springer Netherlands, 2008. [13] Gross, "Comradery, community, and care in military medical ethics," 347. [14] Gross, “Comradery, community, and care in military medical ethics,” 349. [15] Gross, Michael L. "When medical ethics and military ethics collide." Narrative inquiry in bioethics 13, no. 3 (2023): 199-204. 202 https://dx.doi.org/10.1353/nib.2023.a924191 [16] Our argument draws on virtue ethics, from which care ethics derives, and it is worth clarifying how our argument relates to Gross’s. We do not think that the virtue of friendship grounds triage decisions, for we think it is unlikely that the physician and wounded soldier are friends. Instead, as explained below, we think the collective virtue of group solidarity better captures the moral significance of group loyalty and that Gross would agree with us. But since military physicians are part of distinct groups, with competing obligations, the military physician will be forced to sacrifice a value in battlefield triage cases. In other words, we think Gross downplays the dual group membership of a military physician. [17] List,”Medical neutrality and political activism,” 250. [18] Adams,”Triage priorities and military physicians,” 235. [19] London, Leslie, Leonard S. Rubenstein, Laurel Baldwin-Ragaven, and Adriaan Van Es. "Dual loyalty among military health professionals: human rights and ethics in times of armed conflict." Cambridge Quarterly of Healthcare Ethics 15, no. 4 (2006): 381-391. 383. [20] Hursthouse, R. On Virtue Ethics. OUP 1999. 74 [21] Nussbaum, Martha C. "The costs of tragedy: Some moral limits of cost-benefit analysis." The Journal of Legal Studies 29, no. S2 (2000): 1005-1036, 1007. [22] De Wijze, S. (2005). Tragic-remorse–the anguish of dirty hands. Ethical theory and moral practice, 7(5), 453-471, 457. https://doi.org/10.1007/s10677-005-6836-x [23] Hursthouse, 73 [24] Hursthouse, 81 [25] Hursthouse, 72 [26] Aristotle, Politics 1253a8. Reeve, C. D. C., Indianapolis: Hackett Publishing Co., 2017 [27] Aristotle, Nicomachean Ethics. III.6.114a, 34-35. 2002, Nicomachean Ethics, Christopher Rowe (trans.), Oxford: Oxford University Press [28] Byerly, T. Ryan, and Meghan Byerly. "Collective virtue." The Journal of Value Inquiry 50, no. 1 (2016): 33-50. https://doi.org/10.1007/s10790-015-9484-y; Federico, Veronica. "Conclusion: solidarity as a public virtue." Solidarity as a Public Virtue (2018): 495-542. https://doi.org/10.5771/9783845290058. Rehg, William. "Solidarity and the common good: An analytic framework." Journal of Social Philosophy 38, no. 1 (2007): 7-21. https://doi.org/10.1111/j.1467-9833.2007.00363.x [29] Byerly and Byerly. "Collective virtue." 43 [30] Battaly, Heather. "Solidarity: Virtue or vice?." In Social virtue epistemology, pp. 303-324. Routledge, 2022. 304 [31] Ibid., 2011: 341 [32] It might be thought that displaying altruism by helping an enemy combatant at the expense of one’s fellow soldier may be psychologically satisfiying. For evidence that military physicians find it difficult to treat enemy combatants, see Lundberg, Kristina, Sofia Kjellström, Anders Jonsson, and Lars Sandman. "Experiences of Swedish military medical personnel in combat zones: adapting to competing loyalties." Military medicine 179, no. 8 (2014): 821-826. https://doi.org/10.7205/MILMED-D-14-00038. Lamblin, Antoine, Clément Derkenne, Marion Trousselard, and Marie-Ange Einaudi. "Ethical challenges faced by French military doctors deployed in the Sahel (Operation Barkhane): a qualitative study." BMC Medical Ethics 22 (2021): 1-13. https://doi.org/10.1186/s12910-021-00723-2 [33] Ibid., 2011: 344. (shrink)

This article proposes a method for the semi-automatic extraction of resemblance metaphor terms from a manually annotated corpus of marine biology texts in English and Spanish. The corpus was first searched for target domain terms as well as for lexical markers indicative of metaphors. The combination of these search strategies for metaphor extraction resulted in a set of English-Spanish term pairs. After analysing and comparing these metaphor candidates, a quantitative analysis provided comparative statistical data regarding marine biology metaphor. (...) Finally, the metaphorical nature of marine biology terms was verified in three ways. The first verification strategy entailed an adapted version of the Metaphor Identification Procedure (CitationPragglejaz Group, 2007). The second involved the analysis of contextual data extracted from the corpus, and the third involved the analysis of visual images from an online marine biology database and from the Google search engine. (shrink)

Mathematical proofs generally allow for various levels of detail and conciseness, such that they can be adapted for a particular audience or purpose. Using automated reasoning approaches for teaching proof construction in mathematics presupposes that the step size of proofs in such a system is appropriate within the teaching context. This work proposes a framework that supports the granularity analysis of mathematical proofs, to be used in the automated assessment of students' proof attempts and for the presentation of hints and (...) solutions at a suitable pace. Models for granularity are represented by classifiers, which can be generated by hand or inferred from a corpus of sample judgments via machine-learning techniques. This latter procedure is studied by modeling granularity judgments from four experts. The results provide support for the granularity of assertion-level proofs but also illustrate a degree of subjectivity in assessing step size. (shrink)

Most of the existing natural language processing systems for legal texts are developed for the English language. Nevertheless, there are several application domains where multiple versions of the same documents are provided in different languages, especially inside the European Union. One notable example is given by Terms of Service (ToS). In this paper, we compare different approaches to the task of detecting potential unfair clauses in ToS across multiple languages. In particular, after developing an annotated corpus and a machine (...) learning classifier for English, we consider and compare several strategies to extend the system to other languages: building a novel corpus and training a novel machine learning system for each language, from scratch; projecting annotations across documents in different languages, to avoid the creation of novel corpora; translating training documents while keeping the original annotations; translating queries at prediction time and relying on the English system only. An extended experimental evaluation conducted on a large, original dataset indicates that the time-consuming task of re-building a novel annotated corpus for each language can often be avoided with no significant degradation in terms of performance. (shrink)

It weighs in at a bit more than five pounds; its dimensions demand a cradle. Yet this book is a handsome and welcome achievement despite its bulk. Its reproduction of the 1922 text, its maps and photos of 1904 Dublin; its list of minor characters in Ulysses; its bibliography of scholarship, both old and new; its timeline of Joyce's life, and its exemplary detailed annotations of the text: everything, harvested from the best sources, has been brought together to create the (...) largest volume dedicated to Joyce scholarship ever produced—a book that celebrates the first printing of Joyce's masterpiece. Given its weight and size, its classroom utility is likely limited; given its monumentality, it is a proper hundred-year tribute.What is wholly original about the book's contents are the essays that preface each of the eighteen episodes of the masterpiece. That Joycean scholarship grows upon itself is amply demonstrated by the sophistication and weight of learning the eighteen writers can now display. Almost fifty years have passed since Clive Hart and David Hayman edited a volume with a similar aim. Each of the new essays reveals just how much more there is now to know and say about Ulysses, how much more there is to praise in how Joyce conceived the book, how much more there is to teach, and how unlikely it is that Joycean scholarship will ever be diminished in either its curiosity or its energy. Given the increasing complexity and density of such accumulated knowledge, it is a pleasure to witness the economy and precision shown by so many of the writers. In particular, Robert Spoo's writing about “Nestor,” Maud Ellmann's writing about “Lotus Eaters,” and Vicki Mahaffey's writing about “Nausicaa” demonstrate how concision can make for valuable illumination.But there is a problem with where these essays are positioned. Coming before each of the episodes they introduce, they might condition the mind of a reader new to Ulysses to look upon those episodes as no more than demonstrations of what the scholars think. Catherine Flynn, the book's editor, emphasizes the need of such professional interpretation when she describes the plight of anyone “struggling through Ulysses” and “the key challenges facing the reader.” She is right about how hard it is for any new reader to “get” the book, but the placement of the essays is at odds with her claim that “grappling with the novel's challenges, the reader is pushed toward one of the most important rewards of reading Ulysses: thinking independently.” The prefaces may well impede the reader from thinking independently.Professor Flynn's focus on challenge and difficulty is widely shared throughout the Joycean community and has become a fundamental preoccupation in Joyce scholarship. Taking Joyce's mastery as a given, many Joyceans assume a Talmudic stance in believing, to quote Spinoza, that “the intellectual love of a thing consists in understanding its perfections.” Facing the formidable Joyce, they turn and turn again to explication. They subscribe to the dictum that the youthful Joyce himself, perhaps self-mockingly, set down: “A man of genius makes no mistake. His errors are volitional and are the portals of discovery.” But is Ulysses free of error?Fritz Senn, writing about “Ithaca,” does not put himself in opposition to Joyce but in opposition to the presumed inerrancy of Joyce. He argues that the episode displays a troubling disjunction between what Joyce intended to do in the episode and what he did. Joyce told his friend Frank Budgen that in the episode “not only will the reader know everything and know it in the baldest and coldest way, but Bloom and Stephen thereby become heavenly bodies, wanderers like the stars at which they gaze.” But readers do not, indeed, get to know all they should, or see all they should see. Senn notes that they “learn next to nothing about Bloom's mother, his birthday, or the exact nature of his father's suicide, although they do learn a lot about such things as the junk in a drawer, the Dublin water supply system, and the addresses of Dublin shops.” Senn asks: “What does the meeting of the two characters amount to? Will it change Stephen so that he might become the author of the book he is in? Does Bloom find a son? Does he become the father that Stephen is supposed to be looking for? The impassive episode does not seem to answer, or to care.” But these are questions about which many a reader might care.Joyce named “Ithaca” as his favorite among the episodes. Senn demonstrates by his care and attentiveness that he too admires it. But by not limiting himself to dutiful reverence, he instead critically examines the Joycean text. His tribute to Joyce is both unsparing and generous.Equally attentive and yet incisive is Katherine O'Callaghan in her examination of “Sirens.” She recognizes the experimental daring of Joyce's strategy of “conveying music through language” in that episode. But her analysis, as penetrating as it is learned, does not leave the reader persuaded that the episode is entirely successful. As she observes, “the reluctance of the musical art to bend to the critical written voice” is a “stumbling block.”Another problematic experiment, “Oxen of the Sun,” which Joyce himself described as “the most difficult episode... both to interpret and to execute,” presents its commentator, Sarah Davison, with the task of explaining how its grandiose mixture of parody, plagiarism, and sheer celebration of myriad English prose styles over the centuries can function without, as she says, “wrongfooting and dissatisfying readers” who assume that the episode “enacts a historical progression only to find themselves disorientated by so many different echoes and cadences.”Were Joycean scholars more devoted to critical judgment than to explication—even when they are faced with the spectacular imposition of genius—the common reader would more likely find fellowship, and less intimidation, when reading a book that is not a sacred text but a human document, written with the extraordinary self-imposed challenges, as well as the problematic results, that only a most extraordinary human could make. 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Why does an argument end up in the final court decision? Was it deliberated or questioned during the oral hearings? Was there something in the hearings that triggered a particular judge to write a dissenting opinion? Despite the availability of the final judgments of the European Court of Human Rights (ECHR), none of these legal research questions can currently be answered as the ECHR’s multilingual oral hearings are not transcribed, structured, or speaker-attributed. We address this fundamental gap by presenting LaCour!, (...) the first corpus of textual oral arguments of the ECHR, consisting of 154 full hearings (2.1 million tokens from over 267 h of video footage) in English, French, and other court languages, each linked to the corresponding final judgment documents. In addition to the transcribed and partially manually corrected text from the video, we provide sentence-level timestamps and manually annotated role and language labels. We also showcase LaCour! in a set of experiments that explore the interplay between questions and dissenting opinions. Apart from the use cases in legal NLP, we hope that law students or other interested parties will also use LaCour! as a learning resource, as it is freely available in various formats at https://huggingface.co/datasets/TrustHLT/LaCour. (shrink)

Data do exist to support the fact that the corpus callosum is relatively larger in women than in men. The corpus callosum is an integral part of the brain, and contrary to Fitch & Denenberg's examples of “pseudostatistics,” is not an extrinsic structure when determining its relative size.

Applying machine learning algorithms to automatically infer relationships between concepts from large-scale collections of documents presents a unique opportunity to investigate at scale how human semantic knowledge is organized, how people use it to make fundamental judgments (“How similar are cats and bears?”), and how these judgments depend on the features that describe concepts (e.g., size, furriness). However, efforts to date have exhibited a substantial discrepancy between algorithm predictions and human empirical judgments. Here, we introduce a novel approach to generating (...) embeddings for this purpose motivated by the idea that semantic context plays a critical role in human judgment. We leverage this idea by constraining the topic or domain from which documents used for generating embeddings are drawn (e.g., referring to the natural world vs. transportation apparatus). Specifically, we trained state-of-the-art machine learning algorithms using contextually-constrained text corpora (domain-specific subsets of Wikipedia articles, 50+ million words each) and showed that this procedure greatly improved predictions of empirical similarity judgments and feature ratings of contextually relevant concepts. Furthermore, we describe a novel, computationally tractable method for improving predictions of contextually-unconstrained embedding models based on dimensionality reduction of their internal representation to a small number of contextually relevant semantic features. By improving the correspondence between predictions derived automatically by machine learning methods using vast amounts of data and more limited, but direct empirical measurements of human judgments, our approach may help leverage the availability of online corpora to better understand the structure of human semantic representations and how people make judgments based on those. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Asylia: Territorial Inviolability in the Hellenistic WorldElizabeth A. MeyerKent J. Rigsby. Asylia: Territorial Inviolability in the Hellenistic World. Berkeley, Los Angeles, and London: University of California Press, 1996. xvii 1 672 pp., 9 pls. (Hellenistic Culture and Society, 22)What was asylia, and what did the numerous grants of it signify? Kent Rigsby has tackled this 300-year-old question by compiling the first-ever collection of asylia decrees and coin legends, (...) thereby performing an immense service for those interested in Hellenistic diplomacy and religion, and putting the study of asylia on an entirely new footing.Asylia is “the declared inviolability of places” (19), not persons, granted by “Panhellenic recognition” (21), and embodying “first and foremost a religious gesture, increasing the honor of the god” (14). The body of material about asylia begins in the 260s B.C. and ends in A.D. 22–23, when the Romans reviewed claims to asylia (Tac. 3.60–63, 4.14); references to asylia thereafter are not to new grants, but to grants made before A.D. 23 (3, 29, 35). This declared inviolability of places includes both temples and cities, for “the inscriptions... by their language, geography, and chronology imply that asylia of temple and [End Page 460] city was the same” (20). As preface to the corpus there is a brief introduction (1–29), which surveys existing explanations of asylia, and an even briefer chapter called “The Documents” (30–40), which discusses terminology and the restrictions on the corpus itself. Finally, there is another brief chapter that looks at the mythical or quasi-historical examples of asylia at Elis, Delphi, Plataea, and Delos (41–53).In the corpus of 230 epigraphic entries that follows, the phenomenon of asylia in each area or city is discussed in its own chapter or section, parallel or supporting material thoughtfully examined, and the coin evidence scrutinized. This is not a book for beginners, as its policy of selective translation (40) and its lack of maps demonstrate. (All who know where Rhaucus and Baetocaece are situated, raise your hands!) The erudition is enormous, the scholarship meticulous. Even the fearsome editors of the Bulletin Epigraphique quailed at reporting all of Rigsby’s corrections and plausible conjectures and meekly recorded only five footnote-sized adjustments of their own. (Two of these, it should be noted, were based on information published too late to have come to Rigsby’s attention anyway; see REG 110 [1997] 484–85.) His grasp of detail and relentless good judgment must and will disarm all but the most aggressively knowledgeable critic with strong opinions on small matters. Louis Robert I am not.The question that seems to me worth asking, however, is: What can be made of this material? Rigsby, although he decided that “a corpus of the evidence would be of more use to scholars than another essay of historical interpretation” (xiii), does not neglect the necessary act of evaluating the significance of asylia. I do, however, question some of his conclusions, while emphasizing strongly that only his meticulous collection and study of the inscriptions make possible my qualified skepticism and the further questions I would like to see asked of this material.The introduction (1–29) critiques previous explanations of asylia from Spanheim (1706) to Pritchett (1991) and offers Rigsby’s own (13–19, 22–29). As he says, declarations of inviolability can hardly have been attempts to enact the proper (and traditional) immunity of “sacred or neutral places” when popular religious scruple was no longer upholding it: there seems little likelihood that what was not instinctively felt would be voluntarily observed in obedience to a mere declaration (15). Nor were grants of asylia promises of collective defense (against, e.g., pirates), for no such collective defense was ever mounted, those granting asylia were often in no position to offer useful assistance, and no oath—“the sine qua non of a serious military intent” (22–23)—secured compliance (16).So far, so good. But what function, then, did grants of asylia serve? Rigsby suggests (22) that a declaration of asylia “never brought a recipient anything but honor, and that for most of its history no more than honor... (shrink)

Name der Zeitschrift: Der Islam Jahrgang: 94 Heft: 1 Seiten: 294-299.

Legal professionals in Malawi rely on a limited number of textbooks, outdated law reports and inadequate library services. Most documents available are in image form, are un-structured, i.e. contain no useful legal meta-data, summaries, keynotes, and do not support a system of citation that is essential to legal research. While advances in document processing and machine learning have benefited many fields, legal research is still only marginally affected. In this interdisciplinary research, the authors build semi-automatic tools for creating a (...) class='Hi'>corpus of Malawi criminal law decisions annotated with legal meta-data, case and law citations. We used this corpus to extract legal meta-data, including law and case citations as used in Malawi by employing machine learning tools, spaCy and Gensim LDA. We set the foundation for a new methodology for classifying Malawi criminal case law according to the recently introduced International Classification of Crime for Statistical Purposes (ICCS). (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Interstate Arbitration in the Greek World, 337–90 B.C.Everett L. WheelerSheila L. Ager. Interstate Arbitration in the Greek World, 337–90 B.C.Berkeley, Los Angeles, and London: University of California Press, 1996. xvii + 579 pp. Cloth, $70, £55 (foreign). (Hellenistic Culture and Society, 18)Sheila L. Ager's massive—and impressive—volume on Hellenistic interstate arbitration rides the new wave of scholarly interest in the politically fragmented but cosmopolitan Hellenistic period. Cosmopolitanism in many (...) periods (including the present post–Cold War era) has fostered political internationalism—schemes of world government, federal unions, and mechanisms for peaceful resolution of interstate conflicts. Although the Hellenistic age enjoyed little respite from war, some scholars have hailed Greek arbitration as a model for modern imitation.A brief survey of previous scholarship on arbitration will place Ager's work in perspective. Concepts of law and internationalism dominated earlier work. Some believed that arbitration as judicial practice could be studied without distinguishing public from private or internal from interstate cases: e.g., E. Sonne, De arbitris externis, quos Graeci adhibuerunt ad lites et intestinas et [End Page 642] peregrinas componendas, quaestiones epigraphicae (1888); E. de Ruggiero, L'arbitrato pubblico in relazione col privato presso i Romani (1893); A. Steinwenter, Die Streitbeendigung durch Urteil, Schiedsspruch und Vergleich nach griechischem Recht (1925). For internationalists establishment of a permanent Court of Arbitration at The Hague in 1899 elicited a flood of scholarly interest: Greek arbitration now had contemporary relevance: e.g., W.Westermann, CJ 2 (1906–7) 197–211; L. Matthaei, CQ 2 (1908) 241–64; A. Raeder, L'arbitraire internationale chez les Hellenes (1912), published by the Nobel Institute; M. Tod, International Arbitration amongst the Greeks (1913); cf. his Sidelights on Greek History (1932) 39–68. Victor Bérard (always "Berard" in Ager) remained a voice of cynicism crying in the wilderness (De Arbitro inter Liberas Graecorum Civitates, 1894): Greeks resorted to arbitration after exhaustion in war or accepted a settlement only until a later opportunity for reopening the case arose. Study of interstate arbitration, dormant after Tod, revived with Luigi Piccirilli's corpus of Greek cases ca. 740–338 B.C.: Gli arbitrati interstatali greci (Pisa [not Florence, as Ager 578], 1973). Seven years later, A. J. Marshall reassessed Roman arbitrations in the East and accommodation of Greek practice (ANRW II.13 [1980] 626–61), on which E. S. Gruen expanded: The Hellenistic World and the Coming of Rome (1984) 96–131.Certainly more cases of arbitration/mediation are now known. Ager's study includes 171 instances for 337–90 B.C., with an appendix of 40 cases from texts too fragmentary to judge their contents accurately or instances failing to meet her criteria for inclusion as arbitration/mediation. In comparison, Ruggiero assembled a Roman corpus of 65 cases (both public and private, 191 B.C.– A.D. 282/4); Raeder, 81 Greek cases (ca. 740–ca. 100 B.C.; Tod, 82 Greek cases (ca. 740–early first cent. B.C.); and Piccirilli, 61 Greek cases (ca. 740–338 B.C.), besides 19 cases from mythological sources. But numbers easily deceive (cf. Ager 19–20): new epigraphical discoveries alone would assure greater numbers. Moreover, whereas Ruggiero, Raeder, and Tod confined their catalogues to epigraphical texts, Piccirilli and Ager include literary testimonia and a broader definition of "arbitration":, a formal judicial procedure involving selection of third–party judges to evaluate publicly presented oral and written testimony; mediation (σύλλυσις), a third party's reconciliation of disputants; and, for Ager (xiv), even "voluntary compromise."Ager's volume, a revised dissertation (University of British Columbia), continues Piccirilli's corpus: thus its initial terminus is 337 B.C.; the concluding terminus, 90 B.C., is conceded to be arbitrary. The texts follow chronological order (as opposed to Tod's regional arrangement). Only interstate cases involving Greeks as either disputant or arbiter are included, and inconsistency for inclusion is confessed: not all cases are in her view historical (i.e., no. 93, Heraclea's attempted mediation between Rome and Antiochus III), and her generous definition of "arbitration" can involve subjectivity (e.g., no. 23 [Delphi]: dikastai in a very fragmentary text qualifies it as an arbitration document; cf... (shrink)

Summary L. J. M. Daguerre realized it was impossible to capitalize by subscription or to patent his daguerreotype technique. In January 1839 François Arago, both scientist and Republican politician, suggested that financial support for Daguerre should be sought from the state in return for his secret. The idea made no immediate headway because of governmental breakdown. Only after a new cabinet was established in May 1839 could any procedure be set in motion to obtain the agreement of parliament. After discussing (...) attitudes towards patents and pensions during the July Monarchy, the article documents the way the Bill for a pension passed through parliament in June and July 1839. An annotated bibliography of the government Bill and Arago's Report to the Chambre des Députés are provided, as well as Arago's Lecture of 19 August 1839 by which a description of Daguerre's process was released to the world. (shrink)

Background In neonatal intensive care, a child's death is often preceded by a medical decision. Nurses, social workers and pastors, however, are often excluded from ethical case deliberation. If multiprofessional ethical case deliberations do take place, participants may not always know how to perform to the fullest. Setting A level-IIID neonatal intensive care unit of a paediatric teaching hospital in the Netherlands. Methods Structured multiprofessional medical ethical decision-making (MEDM) was implemented to help overcome problems experienced. Important features were: all professionals (...) who are directly involved with the patient contribute to MEDM; a five-step procedure is used: exploration, agreement on the ethical dilemma/investigation of solutions, analysis of solutions, decision-making, planning actions; meetings are chaired by an impartial ethicist. A 15-item questionnaire to survey staff perceptions on this intervention just before and 8 months after implementation was developed. Results Before and after response rates were 91/105 (87%) and 85/113 (75%). Factor analysis on the questionnaire suggested a four-factor structure: participants' role; structure of MEDM; content of ethical deliberation; and documentation of decisions/conclusions. Effect sizes were 1.67 (p<0.001), 0.69 (p<0.001) and 0.40 (p<0.01) for the first three factors respectively, but only 0.07 (p=0.65) for the fourth factor. Nurses' perceptions of improvement did not significantly exceed those of physicians. Conclusion Professionals involved in ethical case deliberation perceived that the process of decision-making had improved; they were more positive about the structure of meetings, their own role and, to some extent, the content of ethical deliberation. Documentation of decisions/conclusions requires further improvement. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:American Journal of Philology 124.3 (2003) 489-492 [Access article in PDF] Mathilde Skoie. Reading Sulpicia: Commentaries 1475-1990. Oxford: Oxford University Press, 2002. xii + 362 pp. 10 black-and-white ills. Cloth, $74. Interest in the Sulpicia elegies has revived over the past two decades, and Reading Sulpicia offers a fresh look at the tradition of scholarship that the poems have inspired. Through close study of seven commentaries, Mathilde Skoie traces (...) the reception of Corpus Tibullianum 3.13-18 (4.7-12), a cycle of poems that scholarly opinion now generally attributes to a Roman woman of the Augustan period, Sulpicia. Reading Sulpicia is both a history of Sulpicia's reception and a sophisticated investigation of the commentary as a genre with its own interpretative conventions.Skoie's approach is grounded in the reader- and reception-oriented theory of critics such as Stanley Fish and Hans Robert Jauss, although she gives herself room to maneuver by using their work as a "point of departure" and a heuristic tool, rather than applying any one method rigidly (3-5). At the beginning of her study, Skoie proposes that individual commentaries document modes of reading a text at particular times and in specific cultural and intellectual settings; each reading is the product of a dialogue between a historically situated commentator and a text. She also suggests that the enterprise of philology is inescapably hermeneutic: even the ostensibly objective procedures of establishing a text or citing parallel passages require "acts of interpretation" and a sense of context. Although the claim that philology is a hermeneutic activity is not new, as Skoie herself points out, one of the most attractive features of her book is the adroit way in which she demonstrates her point. In her survey of commentaries, Skoie documents how each commentator is also "a creator" who constructs "the character of Sulpicia" from "the materials of her text" (20). In the case of the Sulpicia elegies, moreover, the construction of Sulpicia is manifestly a product of reading, since external evidence about the authorship and provenance of the poems is lacking (13).In examining the "interpretational agenda" of the commentaries, Skoie pays particular attention to the ideas about gender and morality implicit in the commentators' responses to the poems (20). This approach pulls her wide-ranging study into sharper focus, and it opens up a productive field of inquiry, since the elegies themselves challenge the reader (and commentator) on these very grounds. Generically unconventional, they feature a female speaker rather than a male, one who voices her own desire and, in 3.13, joyously announces the consummation [End Page 489] of her love. Skoie's most nuanced discussions concern the commentators' verbal responses to the poems, but she also justly treats physical aspects of the commentaries—e.g., illustrations and other decorative elements, page design, and how the poems are grouped—as a part of the poems' reception. Readers who do not have ready access to some of the older commentaries will appreciate her detailed descriptions of their organization, her appendix of sample pages from the commentaries, and her practice of including generous excerpts from the texts that she discusses.The book's first chapter examines the commentary on the Tibullan corpus (1475) of the Italian humanist Bernardinus Cyllenius. In the fifteenth century, as Skoie notes, classical texts were frequently used as rhetorical models or read—allegorically, if necessary—as a source of moral exempla. Both the difficult syntax of the Sulpicia poems and their frank eroticism could thus pose a challenge to the commentator who wished to present them as models. Skoie argues that Cyllenius confronts the poems' problematic sexuality by "normalizing" it and by treating the elegies written in Sulpicia's voice as he does those spoken by a male narrator. While he freely admits that the Sulpicia of 3.13 has made love with Cerinthus, Cyllenius shifts attention away from the unorthodox features of the poems, declining to stress the fact that the speaker is both female and unmarried (56-59).Chapter 2 examines Joseph Scaliger's edition of Catullus, Tibullus, and Propertius (1577). Here... (shrink)

In the field of natural language processing, the task of sensitive information detection refers to the procedure of identifying sensitive words for given documents. The majority of existing detection methods are based on the sensitive-word tree, which is usually constructed via the common prefixes of different sensitive words from the given corpus. Yet, these traditional methods suffer from a couple of drawbacks, such as poor generalization and low efficiency. For improvement purposes, this paper proposes a novel self-attention-based detection algorithm (...) using the implementation of graph convolutional network. The main contribution is twofold. Firstly, we consider a weighted GCN to better encode word pairs from the given documents and corpus. Secondly, a simple, yet effective, attention mechanism is introduced to further integrate the interaction among candidate words and corpus. Experimental results from the benchmarking dataset of THUC news demonstrate a promising detection performance, compared to existing work. (shrink)

An important element of Natural Language Processing is parts of speech tagging. With fine-grained word-class annotations, the word forms in a text can be enhanced and can also be used in downstream processes, such as dependency parsing. The improved search options that tagged data offers also greatly benefit linguists and lexicographers. Natural language processing research is becoming increasingly popular and important as unsupervised learning methods are developed. There are some aspects of the Albanian language that make the creation of a (...) part-of-speech tag set challenging. This research provides a discussion of those issues linguistic phenomena and presents a proposal for a part-of-speech tag set that can adequately represent them. The corpus contains more than 250,000 tokens, each annotated with a medium-sized tag set. The Albanian language’s syntagmatic aspects are adequately represented. Additionally, in this paper are morphologically and part-of-speech tagged corpora for the Albanian language, as well as lemmatize and neural morphological tagger trained on these corpora. Based on the held-out evaluation set, the model achieves 93.65% accuracy on part-of-speech tagging, The morphological tagging rate was 85.31 % and the lemmatization rate was 88.95%. Furthermore, the TF-IDF technique weighs terms and with the scores are highlighted words that have additional information for the Albanian corpus. (shrink)

The present study discusses epistemological foundations of intercultural constructions of the New Testament in Africa. Before embarking on this discussion, it documents the history and procedures of this interpretive tool. In Africa, the intercultural method emanates from the paradigm of inculturation coupled with reconstruction. It has already embraced biblical exegesis, translation studies, canonical criticism and ecological hermeneutics. Contribution: The insights of the article ‘Intercultural constructions of the New Testament: Epistemological foundations’ pertain firstly to the description of the method of intercultural (...) constructions, taking stock of its emergence, development, procedures, and epistemological foundations in both African and international theological circles. Secondly, the study has specifically established the following epistemological foundations of the intercultural method: interculturality as the cradle of the New Testament corpus, an existential mode, an interpretive paradigm, and interaction with a triple hexagonal dimension. The latter includes a triple pitfall (to avoid), a triple frame of reference, a triple epistemological privilege, a triple epistemological value, a triple ethical value, and a triple cultural position. (shrink)

In this volume Canevaro studies the 'state' documents preserved in the public speeches of the Demosthenic corpus. Offering a comprehensive account of the documents in the corpora of the orators and in the manuscript tradition, Canevaro summarizes previous scholarship and delineates a new methodology for analyzing the documents.

ContextBehavioral observation scales are important for understanding and assessing social skills. In the context of collaborative problem-solving (CPS) skills, considered essential in the 21st century, there are no validated scales in French that can be adapted to different CPS tasks. The aim of this study is to adapt and validate, by annotating a new video corpus of dyadic interactions that we have collected, two observational scales allowing us to qualitatively assess CPS skills: the Social Performance Rating Scale (SPRS) and (...) the Social Skills of Collaboration Scale (SSC).MethodThe construct validity of these two scales was assessed by exploratory factor analysis and inter-item correlations. We also checked inter-judge agreement using inter-class correlation coefficients. Internal consistency was determined using Cronbach’s alpha and convergent and divergent validity by assessing correlations between the two scales and measures of depression and alexithymia. Finally, the discriminative properties of the two scales were analyzed by comparing the scores obtained by a group of anxious individuals and a non-anxious control group.ResultsThe results show that our two scales have excellent inter-item correlations. Internal consistency is excellent (alpha SPRS =0.90; SSC = 0.93). Inter-rater agreement ranged from moderate to high. Finally, convergent validity was significant with the alexithymia scale, as was divergent validity with the depression scale. Anxious individuals had lower scores on both scales than non-anxious individuals.ConclusionBoth scales show good psychometric properties for assessing social skills relevant to different collaborative tasks. They also identify individuals with difficulties in social interaction. Thus, they could allow monitoring the effectiveness of training social skills useful in CPS. (shrink)

Writing, the exigency of writing: no longer the writing that has always (through a necessity in no way avoidable) been in the service of the speech or thought that is called idealist (that is to say, moralizing), but rather the writing that through its own slowly liberated force (the aleatory force of absence) seems to devote itself solely to itself as something that remains without identity, and little by little brings forth possibilities that are entirely other: an anonymous, distracted, deferred, (...) and dispersed way of being in relation, by which everything is brought into question – and first of all the idea of God, of the Self, of the Subject, then of Truth and the One, then finally the idea of the Book and the Work so that this writing (understood in its enigmatic rigor), far from having the Book as its goal rather signals its end: a writing that could be said to be outside discourse, outside language. – Maurice Blanchot ( The Infinite Conversation , xi) The Compendium * Beginning with the idea and practice of writing, and moving to the subject or self, then to truth and the One, and arriving at the Book and the Work, Blanchot’s words reflect the trajectory of the following work of writing. True to the embeddedness of the subject in the work of writing, the term “Compendium” has been a metonym for me over the past few years as I have thought about the concept of totality alongside its expression in figures such as the One, the Whole, or the All. In the following I aim to share some of the content of this metonym, and to enrich it by making some distinctions. 1 Here the term “Compendium” will refer to a concept of totality that is ontological (pertaining to being, and the copula) and also textual (pertaining to the symbolic, and the signifier-signified relationship). The Compendium is a figure for thinking the world as a Book, in the broadest sense—an approach to reality that is by no means new, but one that is due for renewal. 2 In partial answer to the question of the Compendium we will say that the word ‘Compendium’ stands in for expressions which seek to totalize, or concepts which seek to approach the concept of ‘everything,’ particularly when these expressions are bound up in the question of the Book (both the book as a physical object and the Book as a metaphysical figure: a way of thinking about the work in and of writing). The question of the Compendium is strongly associated with the physical and metaphysical form of the Book, like the mysterious and symbolic books which are opened in the Biblical book of Revelation, the book of life and the book of death, which together constitute an important couplet. 3 Parataxis & Hypotaxis There are two helpful distinctions that will bring us closer to an answer to the question “What is a Compendium?” The first distinction is between two figures in and for writing: parataxis and hypotaxis . Typically paired in contrast to one another as literary techniques, with parataxis indicating a side-by-side placement of textual elements and hypotaxis referring to subordinate arrangements of textual elements, the two figures can be understood as having a philosophical significance in addition to their practical function as devices for writers. For us these two terms will remain between philosophical theory and writing practice, and serve as a perspective for our writing and creation of texts. Here I take texts to refer to anything from the concrete written words in a book, to the ontological text of the world that we experience. Parataxis , as a figural way of thinking about the ontological structure of texts, refers to texts which are tightly woven and interdependent – texts within which each sentence bears the weight of the entire work. Parataxis often involves repetition, great density, and fragility. One of the best examples of this sort of text is Theodor Adorno’s posthumous magnum opus , Aesthetic Theory . In addition to the text itself, the translation history of the book may also help us to better understand parataxis and its relation to hypotaxis . The final published version of Aesthetic Theory , in German, was a text that Adorno intended to revise and rewrite, but this intention was never realized because of his untimely death. Where the German text of Aesthetic Theory certainly exemplifies the concept of parataxis , the first English edition took this densely woven text and carved Adorno’s lengthy paragraphs and lengthy sentences into manageable ‘bite-sized’ pieces of English text. The first translator took further liberty and inserted headings and new paragraph breaks where there were none in the original. Aesthetic Theory was eventually retranslated by Robert Hullot-Kentor and is now available in a form that is much more faithful to the original work. 4 The pertinent idea that this translation history points to is the distinction between parataxis and hypotaxis . Where parataxis describes texts which are repetitive, densely woven, and often fragile, hypotaxis describes texts which are hierarchical and in which the primary relation is linear – the latter of which is very similar to the first English translation of Aesthetic Theory . On the other hand, the original German text that Adorno wrote was very dense, often repetitive, and contained long sections of text unbroken by paragraphs or headings. This example of parataxis was then turned towards hypotaxis through the initial translation which took a text that was, in many ways, nonhierarchical and nonlinear, and artificially subjected it to a hierarchy that was not its own (and here I take the word of Fredric Jameson who comments on the two translations in a note at the beginning of his book Late Marxism ). 5 The point here is not about translation, but rather the distinction between parataxis and hypotaxis precisely as they are figures for discourse, written or otherwise. The concept of parataxis looks far more postmodern and rhizomic than the concept of hypotaxis which remains very modern and arborescent. This is a more figural way of talking about the distinction. However, if we wanted to take a more precise and analytical approach we could say that on the level of form parataxis involves a relationship between sentences and paragraphs in which each part bears an equally crushing responsibility to present the whole content of the text. As well, on the level of content, parataxis requires that each concept in a work take on the full conceptual weight of the total work. Continuing the analysis, we could say that parataxis describes texts in which there is no (or very little) linear or causal move from antecedent to consequent, whether in content or form. Instead, parataxis describes texts which weave together concepts via conjugations or associations. The concept of hypotaxis , on the other hand, requires that texts submit themselves to hierarchy, one example of which is logical argumentation. The contingency of the conclusion upon premises in hypotaxis is certainly distinct from the repetition, re-presentation, and conjugation of concepts in parataxis , and I think that this is evident in the difference between the writing styles prevalent in contemporary Analytic philosophy and Continental philosophy. It is not the case that the distinction between parataxis and hypotaxis absolutely corresponds with the writing styles of Continental and Analytic philosophy (respectively). There are thinkers who take exception to this pattern, such as Badiou’s more formal approach in the discourse of Continental philosophy to give one example. However, when Analytic philosophy takes its writing lessons from the sciences, and seeks to do philosophy via the clean linear move from antecedent to consequent, then I think that Analytic philosophy writes with hypotaxis in mind. On the other hand, when Continental (particularly German and French) philosophy takes its writing lessons from narrative or poetry then Continental philosophy writes with parataxis in mind. It is not fair to say that all those writing Continental philosophy are looking to narrative and poetry for stylistic direction, just as it is not the case that all those writing Analytic philosophy have mathematics and science as their writing format, however there are some striking ways in which the differing epistemologies of Continental and Analytic philosophy encourage writing with parataxis and hypotaxis in mind (respectively). For some, writing with parataxis or hypotaxis in mind is a conscious decision and a product of stylistic self-consciousness, and for others it is an unconscious discursive and epistemic requirement that must be met in order to be involved in a particular discourse. Before moving on to our second distinction, and then an examination of the question of the Book, it is important to point out that both totality and figurations like the One, the Whole, and the All, come out of very human desires to totalize or to actualize our being-towards-totality. The relationship between identity and totality then can be construed, with Heidegger in mind, as striving toward wholeness, completion, or fulfillment, each of which is a quality of compendia. 6 Compilation & Selection The first distinction between parataxis and hypotaxis pertains to both form and content, and to both the mechanics of writing and the ideas to which writing refers. The second distinction pertains to both as well. In the process of writing and in the process of perception as well, there is a tension between compilation and selection . To begin with, in the work of theory-writing there is compilation, and this is because writing theory requires a broad perspective and certain measure of totalization. On the other hand, writing theory requires that the writer select an idea or a combination of ideas to individuate out of a radical and infinite multiplicity of identities and combinations. The concern here is not primarily for the writing of a theory about a specific idea, like a secondary work or a reference text. But rather the concern is with the writing of grand theories: Marx and Marxism, Derrida and Deconstruction, Husserl and Phenomenology, Sartre and Existentialism, Saussure and Structuralism —each of which strives along a trajectory towards being all-encompassing, whether it intends to or not. Today, we could even say that Speculative Realism has embarked on this journey, and perhaps now we could say that the discourse of Speculative Realism has reached the inevitable point after which a grand theory leaves the hands of its writer or writers and becomes a possession of the collective consciousness of the academy, or (perhaps now) the mass consciousness of the blogosphere—and this is a true pharmakon , a poison and a cure, a blessing and a curse. 7 When we write theory, whether the scope is that of a grand theory or a particular theory, we write in the tension between compilation (making good on the desire to be all encompassing) and selection (being required to decide and discern and to judge what is included in the work and what is deleted or appended or abridged or given over to ellipses). Generally speaking, the work of theory-writing often comes out of a desire to totalize, that is, to develop a theory of everything that is able to apprehend new experiences and ideas while still remaining whole. I grant that this is not a universal desire, and that not everyone who sits down to write a work (or book) of theory does so because of their will-to-totality, but it remains that this drive to totalize does condition a great many writers of theory (especially those who seek to develop grand theories like those mentioned previously). At the beginning of his book of interviews, Between Existentialism and Marxism , Sartre is quoted as saying, after completing the first volume of his Critique of Dialectical Reason : “I no longer feel the need to make long digressions in my books, as if I were forever chasing after my own philosophy. It will now be deposited in little coffins, and I will feel completely emptied and at peace—as I felt after Being and Nothingness . A feeling of emptiness: a writer is fortunate if he can attain such a state. For when one has nothing to say, one can say everything .” 8 This is where our two initial distinctions come to bear on the being-towards-totality as it is expressed in the concrete practice of writing: the first being between parataxis and hypotaxis , and the second being between compilation and selection. Where this second distinction is concerned there is a certain paradox at play given that selection is inescapable, and compilation is unachievable. Selection is inescapable (with the figure of the Compendium in mind) because, even when the imperative to compile is followed to excruciating lengths, selection still has the last word. This is why the Compendium is a figure rather than some material thing that can actually be accomplished or actualized. No matter how far one goes along with the will-to-archive and the will-to-compile, it is only ever a question of minimizing selection and never eliminating it. This leads to the second point, which is that total compilation is unachievable. The closest thing to total compilation that we have before us is the ontological and textual fabric of the world. Even in the case of the world, compilation cannot be enacted in a total fashion because of the need to include both the sphere of the actual and the sphere of the possible or potential. This as another way in which compilation is always-already selection, and further evidence that total compilation is practically impossible. Discursive Figuration and Total Writing Rather than figuration referring to a figure of speech or an image, here the term points to a way in which to think about the work of writing, both the work put into writing, and the work that is the result of writing: the finished yet incomplete final piece. As figures or figurations, the Book and the Compendium are ways of thinking about the work of writing and the human desire for the wholeness, completion, and fulfillment that are made manifest in the completed form of the book (whether a published or printed or saved document put to rest by the author). These two figures bear more strongly upon works that seek to be all-encompassing, and works that strive towards expressions of totality such as the One, the Whole, or the All. Moving on to the topic of the subtitle, and on a more prescriptive note, I would say that there is more hope for theory-writing to be found in parataxis than hypotaxis . Part of the reason for this claim is the poststructuralist critique of hierarchies, and yet another part is the compelling line of thinking called “weak thought” (in theology by John D. Caputo, and in philosophy by Gianni Vattimo, among others). 9 The consequences of these two convictions are such that if one is to strongly assert the truth of a grand theory without leaving the realm of hierarchy-critique and weak thought, then one must write paradoxically with parataxis in mind, and in so doing write weakly and non-hierarchically. This does not mean avoiding a sort of topography or topology when writing theory, rather it means avoiding both subjugation and oppression in thought by pursuing a nonviolent sort of ontology. In order to do this, theory writing does not present itself as an exercise in logical analysis where one mechanically moves from a set of premises (via contingency) to the inevitable conclusion (via necessity). Instead, theory approaches the idea of a Compendium. Given that the figural Compendium places parataxis and compilation above hypotaxis and selection, then the question becomes: is placing one part of a binary term before another not just another way of selecting, or another expression of hypotaxis ? Counter to the urge to resign oneself to the reign of selection, with some qualification one can nonetheless write without deciding whether selection and hypotaxis should be subservient to compilation and parataxis (which is to say that writing-without-decision is somewhere between and beyond possibility and impossibility). This dilemma can be disarmed by stating that theory writing is not about primacy, and not about having-decided-beforehand, both stylistically and also where content is concerned. This is the paradox of writing: always striving along a trajectory ( telos ) towards totality via parataxis and compilation, but always being drawn back to finitude and making selections, and placing one idea before another with hypotaxis in mind. In light of this paradox, the question of the Compendium as a figure for discourse and a figural Book has resonance with Jacques Derrida’s essay on Edmund Jabès’ Book of Questions , found in his Writing and Difference . The Question of the Book “Little by little the book will finish me.” 10 Derrida quotes Jabès, and proceeds to outline the reflexive relationship between the author of the book and the book itself, each of which are subjected to the other through a sort of chiasmus, both ontological and textual (not that the two are entirely separable). The Book, for Derrida like Blanchot in the introductory quotation, “infinitely reflects itself” and “develops as a painful questioning of its own possibility”, and in light of this we can draw an association with the painful tension between the practical reality of selection and the ideal trajectory of compilation. 11 This tension in writing, between the will to total compilation and the necessity of abridgment, is an ontological tension between part and whole just as it is a textual tension between signifier and signified. The ontological tension in writing that Derrida expresses in his essay on Jabès is between everything and nothing – a contradiction which Derrida finds in Jabès’ Book of Questions and also in the divine, in God. When one writes between compilation and selection one writes towards totality, and here we can follow Derrida who states that the lapse in signification, presumably in the signifier-signified discrepancy, is a “ rupture with totality itself” and furthermore that this lapse cannot be rectified through deductive reason or even philosophical discourse. 12 This rupture with totality, found in the troubled relation between signifier and signified, can also tell us a lot about the Book and about writing. Given an understanding of writing as an ontological act that strives towards (but never accomplishes) totality, we can see the written book as the manifested and given body of that striving. Perhaps in other disciplines or even other schools of philosophy there is a cultural climate within which the article is prized above the book, but I am fairly confident, especially when referring to the grand theories of Continental thought, that there is a respect for the book as a uniquely meaningful object capable of apprehending totality. Derrida writes, Between the too warm flesh of the literal event and the cold skin of the concept runs meaning. This is how it enters into the book. Everything enters into, transpires in the book. This is why the book is never finite. It always remains suffering and vigilant. 13 Here the vitality of the literal event is compromised by the deadening weight of the concept, and the figure of the Book assists in this lapse of meaning. The Book is a totalizing object, much like the figure of the Compendium, and yet this totalization lacks its final object of completed totality both because the figural Book is necessarily incomplete, and because the physical book is always-already a product of selection. Instead of achieving its end of being a place where everything takes place, it suffers from the lapse of writing, the discrepancy between event and concept. Derrida continues his exposition on Jabès by bringing to light yet another reflexive relation, a reversal of the relationship between the Book and the world. Derrida writes that, for Jabès, “the book is not in the world, but the world is in the book.” 14 In addition to what was stated before, I take figuration to mean that the concepts employed, such as the Book or the Compendium, are not subject to the supposed rigor of analysis that is so prized by Enlightenment or Capitalist realisms. The figure of the Book and the figure of the Compendium cannot be held accountable to standards imported from scientific method, given an understanding that these standards require a concept to be replicable, consistent, falsifiable, measurable, and so on… This is an important point to make, especially in the present atmosphere within which theory must justify itself under conditions that are not its own. Instead of being held to these standards, figuration serves as a way in which to think about writing that leaves thought open to idealistic speculation, imperfect analogies, and most importantly the ever-present gain and loss that occur in the relationship between thought and being. By extension the figural way of addressing writing indulges in enough generalization to accommodate the excess/lack relationship between the ideal form of the Book or the Compendium, and the manifested and given body of a text (as it is practically completed and closed). Here we speak against the hostile atmosphere which would have theory submit itself to hierarchical rigor, rather than Blanchot’s “enigmatic rigor”, by being explicit about the discursive conditions and epistemic conditions under which theory operates. To write with parataxis in mind is, to a certain degree, to write with weakness as one’s methodology (with weak thought being in opposition to hypotaxis and hierarchy as much as weak thought can be in opposition to anything). Rather than asserting the strength of hierarchical theory, and rather than employing antagonistic argumentation with the goal of refutation different discursive and epistemic conditions for theory writing must be cultivated (and these are by no means new). First the critical and theoretical spirit reveals itself as being concerned with the task of complication—especially the complication and critique of binaries, dichotomies, dualities, polarities, paradoxes, parallaxes, hybridities, and especially antinomies. Second, theory positions itself as a sort of showing or revealing, rather than being ultimately focused on coming to full agreement or disagreement. This is where figuration can help theory-writing, both by placing emphasis on teleologies and trajectories (like parataxis and compilation), and by shifting focus away from pure primacy, power, or absolute origin. Figuration then, assists theory writing by placing the concern of theory outside of the concerns of the hard or soft sciences, and into the realm of thought or the idea. To speak of ‘the’ Compendium or ‘the’ Book, here, is to generalize not regarding the perfect form of the Compendium or Book, but to engage speculatively with an abstract idea which remains singular and yet complicated by multiplicity. The question of the Book that Derrida asks through Jabès is a question of everything and nothing, totality and nonbeing, and this question is a concern for writing and a concern for the figure of the Compendium so defined by the tension between compilation and selection, and parataxis and hypotaxis . On the note of nonbeing, we can look to the final page of Derrida’s first essay on Jabès in Writing and Difference and notice the introduction of his neologism, différance (with an ‘a’). Derrida writes: Life negates itself in literature only so that it may survive better. So that it may be better. It does not negate itself any more than it affirms itself: it differs from itself, defers itself, and writes itself as différance . Books are always books of life (the archetype would be the Book of Life kept by the God of the Jews) or of afterlife (the archetype would be the Books of the Dead kept by the Egyptians). 15 This introduction of différance into the equation of the Book, alongside ontological affirmation and negation, hearkens back to the discussion of the symbolic lapse earlier in his essay. Differing and deferring, the Book is always a Book of Life and a figure for the intersection of the vital (life) and the total in writing. In a way, the writer of the Book may be someone who lives life, and in another way the writer of the book-as-object may be someone who engages in the act of writing, both practically (by inscribing words on paper, or typing script on a computer) and ontologically or symbolically (by investing their existence and inexistence into a work worthy of the figural Book). In addition to the writer as writer, the writer also serves as an editor, and the editorial role alongside the idea of the Compendium shows the editor to be one who collects and compiles, while being restrained by eventual selection and decision. Beyond this the editor of works and texts, in both the Book and the world, is engaged in a process of inscribing notation—of annotating (on) the Compendium. Eternal commentary is a feature of the textual Compendium, just as open-ended totality describes the ontological Compendium. The writer as writer does not simply write texts, but rather engages in a profoundly ontological act of inscribing their existence into the world, and the writer as editor does not merely annotate or alter texts as they are, but rather comments upon the text of the world. In/Conclusion So as we create texts, and as we write and create theory, let us be and remain attentive to the figure of the Compendium and the figure of the Book. These two concurrent metonymies are essential for total writing (grand theories, etc.), and may be forgettable for those concerned with fragmentary or hierarchical writing (which are valid in their own right). From the ontological and symbolic text of the world and phenomenological experience, to concrete texts such as books or mixed media, the figure of the Compendium and the figure of the Book are important for the actualization of the human will to be all-encompassing. The figure of the Compendium teaches writers of theory that the repetition, density, and fragility of parataxis offers a strong sort of weakness which does not become yet another variety of oppressive and hegemonic thought. Rather than write with hypotaxis in mind, subjugating one thought to another via cause and effect or antecedent and consequent, I would hope that theory-writing could guiltlessly indulge in the dialectical and contradictory conjugation of ideas, and take this as a legitimate methodology. Rather than being ashamed of showing resonances or giving way to abridgment or ellipses, it is my own authorial (but not authoritative) conviction that one need not give up on totalizing and constructing grand theories because of the fact that complete totalization is impossible, and one need not give up on totalizing and constructing grand theories because of the worry of violence, for the Book and the Compendium lack their completed object and are ever incomplete trajectories. NOTES * UPDATED 7/19/13: we've updated the HTML version to reflect the (correct) PDF version. Our apologies to the author—eds. 1. I would like extend thanks to Dr. Peter Schwenger of the University of Western Ontario for his comments on this paper and his hospitality as it was presented as a Theory Session at the Centre for Theory and Criticism on October 26th 2012. I would also like to thank Andrew Weiss for conversation and critique. 2. I should clarify my use of the term ‘figure’ at the outset. Given the use of the term by Jean-Francois Lyotard in Discourse, Figure (and also Gilles Deleuze in Francis Bacon ), I should state clearly that my use of the term will not correspond to the term ‘figure’ understood as the representation of an object. Instead, my use of the term ‘figure’ and its variations (‘figural’, ‘figurative’, ‘figuration’) will refer to the illustrative or metaphorical use of the Compendium or the Book as models or ways of thinking about writing and discourse. 3. Cf. Revelations 20:12-15. 4. Theodor Adorno, Aesthetic Theory , Trans. Robert Hullot-Kentor (London & New York: Continuum Press, 1997). 5. Fredric Jameson, Late Marxism: Adorno, or the Persistence of the Dialectic (London & New York: Verso, 1990), ix-x. 6. I have written about this concept of being-towards-totality elsewhere in two pieces of writing: the first is called Notes on the Compendium (an unfinished draft) which addresses some very wide theoretical concerns, being structured as a sort of itinerary or archive, and the second is Dialectics Unbound (Punctum Books, 2013) which outlines a concept of totality without the violence of totalization. While these works are more concerned with ontological totality, here I would like to focus on the idea of the Compendium as a textual totality. 7. Cf. Louis Morelle, “Speculative Realism: After Finitude and Beyond, A vade mecum” in Speculations: Journal of Speculative Realism . Issue 3 (Brooklyn, New York: Punctum Books, 2012), 241-272. 8. Jean-Paul Sartre, Between Existentialism and Marxism . Trans. John Matthews (London & New York: Verso, 1974), 9. 9. Cf. John D. Caputo, The Weakness of God (Indiana: Indiana University Press, 2006). 10. Jacques Derrida, “Edmond Jabès and the Question of the Book” in Writing and Difference . Trans. Alan Bass (Chicago: University of Chicago Press, 1978), 65. 11. Ibid, 65. 12. Ibid, 71. 13. Ibid, 75. 14. Ibid, 76. 15. Ibid, 78. (shrink)

The Buddhist philosopher Dignaga (around 500 CE) centers his philosophy of language on the theorem of verbal meaning as "exclusion of other referents" (anyapoha). This is the topic of the fifth chapter in his summarizing last work, the Pramanasamuccayavrtti. Since a word tells its hearer something about the object to which it refers in the same way that a logical reason tells its observer something about the object of which it is a property, Dignaga's apoha thesis is a crucial complement (...) to his theory of inference. The original Sanskrit text of this work is no longer extant. Except for a few Sanskrit fragments and two highly problematic Tibetan translations it is only the since recently available unique Sanskrit manuscript of the mid-8th century CE commentary, the Pramanasamuccayatika, by Jinendrabuddhi that allows for a faithful English translation. Jinendrabuddhi's text has been used throughout and, in parts, critically edited for the first time. On the basis of these sources it was possible to provide the translation with a restoration as far as possible of the original Sanskrit text of Dignaga's work. In his introduction, Pind surveys his methodology, discusses the sources, the context and historical position, and the character of this chapter, and he also deals with Jinendrabuddhi's commentary, his sources and its restoration. Moreover, he presents the essential features of the apoha thesis in detail. The translation of this rather difficult text is richly annotated and provides all philological information in support of the text's restoration as well as extensive explanations and discussions of the content. It is in the notes that Pind provides the background of Indian grammatical analysis and theory (Bhartrhari and others) and documents the context of the rival philosophical traditions such as those of the Nyaya and Mimasa. Pind is also particularly aware of the influences on Jinendrabuddhi's interpretation that derive from Dharmakirti's interpretation of Dignaga's tenets and consistently analyses the differences occurring. Several appendices conclude this study by presenting a number of notes separated because of their size. After Richard Hayes' study and translation of the first part of this chapter (1988), this is the first comprehensive presentation of Dignaga's philosophy of language. (shrink)

In recent decades, the analysis of phraseology has made use of the exploration of large corpora as a source of quantitative information about language. This paper intends to present the main lines of work in progress based on this empirical approach to linguistic analysis. In particular, we focus our attention on some problems relating to the morpho-syntactic annotation of corpora. The CORIS/CODIS corpus of contemporary written Italian, developed at CILTA – University of Bologna (Rossini Favretti 2000; Rossini Favretti, (...) Tamburini, De Santis in press), is a synchronic 100-million-word corpus and is being lemmatised and annotated with part-of-speech (POS) tags, in order to increase the quantity of information and improve data retrieval procedures (Tamburini 2000). The aim of POS tagging is to assign each lexical unit to the appropriate word class. Usually the set of tags is pre-established by the linguist, who uses his/her competence to identify the different word classes. The very first experiments we made revealed how the traditional part-of-speech distinctions in Italian (generally based on morphological and semantic criteria) are often inadequate to represent the syntactic features of words in context. It is worth noting that the uncertainties in categorisation contained in Italian grammars and dictionaries reflect a growing difficulty as they move from fundamental linguistic classes, such as nouns and verbs, to more complex classes, such as adverbs, pronouns, prepositions and conjunctions. This latter class, that groups together elements traditionally used to express connections between sentences, appears inadequate when describing cohesive relations in Italian. This phenomenon actually seems to involve other elements traditionally assigned to different classes, such as adverbs, pronouns and interjections. Recent studies proposed the class of ‘connectives’, grouping all words that, apart from their traditional word class, have the function of connecting phrases and contributing to textual cohesion. From this point of view, conjunctions can be considered as part of phrasal connectives, that can in turn be included in the wider category of textual connectives. The aim of this study is to identify elements that can be included in the class of phrasal connectives, using quantitative methods. According to Shannon and Weaver’s (1949) observation that words are linked by dependent probabilities, corroborated by Halliday’s (1991) argument that the grammatical “system” (in Firth’s sense of the term) is essentially probabilistic, quantitative data are introduced in order to provide evidence of relative frequencies. Section 2 presents a description of word-class categorisation from the point of view of grammars and dictionaries arguing that the traditional category of conjunctions is inadequate for capturing the notion of phrasal connective. Section 3 examines the notion of ‘connective’ and suggests a truth-function interpretation of connective behaviour. Section 4 describes the quantitative methods proposed for analysing the distributional properties of lexical units, and section 5 comments on the results obtained by applying such methods drawing some provisional conclusions. (shrink)

Accessing legislation via the Internet is more and more frequent. As a result, systems that allow consultation of law texts are becoming more and more powerful. This paper presents DARES, a generic system which can be adapted to any domain to handle documents production needs. It is based on an annotation engine which allows obtaining XML documents inputs as required by the system, and on an XML fragments recombining system. The latter operates using a fragment manipulation functions toolbox to (...) generate new documents. To validate this system, we have tried to apply it to the domain of law through the consolidation problem. (shrink)