The general principle behind the effects of nested sets on the use of base rates, we believe, is that the mind is prepared to take in Without any need to assume two cognitive systems, this principle explains how the proper use of base rates can be facilitated and also accounts for occasions when base rates are overused.

In this paper, the concept of structural information is presented. The mathematical foundation of the concept is put forward, and the nature of information encoded in a structure is studied. A method for calculating the amount of structural information is introduced. An application to the analysis of cognitive maps is also presented and discussed.

Legal Judgment Summarization (LJS) can highly summarize legal judgment documents, improving judicial work efficiency in case retrieval and other occasions. Legal judgment documents are usually lengthy; however, most existing LJS methods are directly based on general text summarization models, which cannot handle long texts effectively. Additionally, due to the complex structural characteristics of legal judgment documents, some information may be lost by applying only one single kind of summarization model. To address these issues, we propose an integrated summarization method (...) which leverages both semantic and structural information to improve the quality of LJS. Specifically, legal judgment documents are firstly segmented into three relatively short parts according to their specific structure. We propose an extractive summarization model named BSLT and an abstractive summarization model named LPGN by adopting Lawformer as the encoder. Lawformer is a new pre-trained language model for long legal documents, which specializes in capturing long-distance dependency and modeling legal semantic features. Then, we adopt different models to summarize the corresponding part regarding its structural characteristics. Finally, the obtained summaries are integrated to generate a high-quality summary involving semantic and structural information. We conduct comparative experiments to evaluate the performance of our model. The results show that our model outperforms the baseline model LEAD-3 by 14.78% on the mean ROUGE score, which demonstrates our method is effective in LJS and is prospected to be applied to assist other tasks in legal artificial intelligence. (shrink)

We report one production and one comprehension experiment investigating the effect of animacy in relative clause attachment in Chinese. Experiment 1 involved a fill-in-the-blank task that manipulated the order of an animate noun phrase in a complex NP construction. The results showed that while low attachment responses exceeded high attachment responses overall (cf. Shen, 2006), a tendency exists to attach a relative clause to an animate NP in Chinese (cf. Desmet et al., 2002). Experiment 2 used a rating task to (...) examine the interplay between animacy and structural information by manipulating the order of the animate NP as well as the relative clause type (i.e., subject vs. object relative clauses). The results showed that the animate NP modification tendency found in Experiment 1 was limited to subject-relative clauses and that no animacy-related effect was found with object-relative clauses. These results are incompatible with purely structural parsing strategies such as Late Closure (Frazier, 1987) and the Predicate Proximity Principle (Gibson et al., 1996). Instead, the current results suggest that attachment ambiguity resolution in Chinese relative clauses is sensitive to animacy as well as structural information. (shrink)

This introduction to the role of information structure in grammar discusses a wide range of phenomena on the syntax-information structure interface. It examines theories of information structure and considers their effectiveness in explaining whether and how information structure maps onto syntax in discourse. Professor Erteschik-Shir begins by discussing the basic notions and properties of information structure, such as topic and focus, and considers their properties from different theoretical perspectives. She covers definitions of topic and focus, (...) architectures of grammar, information structure, word order, the interface between lexicon and information structure, and cognitive aspects of information structure.In her balanced and readable account, the author critically compares the effectiveness of different theoretical approaches and assesses the value of insights drawn from work in processing and on language acquisition, variation, and universals. This book will appeal to graduate students of syntax and semantics in departments of linguistics, philosophy, and cognitive science. (shrink)

The comprehension of anaphoric relations may be guided not only by discourse, but also syntactic information. In the literature on online processing, however, the focus has been on audible pronouns and descriptions whose reference is resolved mainly on the former. This paper examines one relation that both lacks overt exponence, and relies almost exclusively on syntax for its resolution: adjunct control, or the dependency between the null subject of a non-finite adjunct and its antecedent in sentences such as Mickey (...) talked to Minnie before ___ eating. Using visual world eyetracking, we compare the time course of interpreting this null subject and overt pronouns (Mickey talked to Minnie before he ate). We show that when control structures are highly frequent, listeners are just as quick to resolve reference in either case. When control structures are less frequent, reference resolution based on structural information still occurs upon hearing the non-finite verb, but more slowly, especially when unaided by structural and referential predictions. This may be due to increased difficulty in recognizing that a referential dependency is necessary. These results indicate that in at least some contexts, referential expressions whose resolution depends on very different sources of information can be resolved approximately equally rapidly, and that the speed of interpretation is largely independent of whether or not the dependency is cued by an overt referring expression. (shrink)

Word order alternation has been described as one of the most productive information structure markers and discourse organizers across languages. Psycholinguistic evidence has shown that word order is a crucial cue for argument interpretation. Previous studies about Spanish sentence comprehension have shown greater difficulty to parse sentences that present a word order that does not respect the order of participants of the verb's lexico-semantic structure, irrespective to whether the sentences follow the canonical word order of the language or not. (...) This difficulty has been accounted as the cognitive cost related to the miscomputation of prominence status of the argument that precedes the verb. Nonetheless, the authors only analyzed the use of alternative word orders in isolated sentences, leaving aside the pragmatic motivation of word order alternation. By means of an eye-tracking task, the current study provides further evidence about the role of information structure for the comprehension of sentences with alternative word order and verb type, and sheds light on the interaction between syntax, semantics and pragmatics. We analyzed both “early” and “late” eye-movement measures as well as accuracy and response times to comprehension questions. Results showed an overall influence of information structure reflected in a modulation of late eye-movement measures as well as offline measures like total reading time and questions response time. However, effects related to the miscomputation of prominence status did not fade away when sentences were preceded by a context that led to non-canonical word order of constituents, showing that prominence computation is a core mechanism for argument interpretation, even in sentences preceded by context. (shrink)

The last two decades have witnessed a crescendo of allegations that clinical translation is rife with waste and inefficiency. Patient advocates argue that excessively demanding regulations delay access to life‐saving drugs, research funders claim that too much basic science languishes in academic laboratories, journal editors allege that biased reporting squanders public investment in biomedical research, and drug companies (and their critics) argue that far too much is expended in pharmaceutical development.But how should stakeholders evaluate the efficiency of translation and proposed (...) reforms to drug development? Effective reforms require an accurate model of the systems they aspire to improve—their components, their proper functions, and their pathologies. However, there is currently no explicit and well‐developed model of translation for evaluating such criticisms.In what follows, we offer an explicit model of clinical translation. Many discussions of clinical translation and its pathologies presume that its main output is tangible: new drugs, vaccines, devices, and diagnostics. We disagree. We argue that the principal output of clinical translation is information—in particular, information about the coordinated set of materials, practices, and constraints needed to safely unlock the therapeutic or preventive activities of drugs, biologics, and diagnostics. To develop this information calls for a process far different from a simple linear progression of clinical trials; it requires exploratory sampling of many different elements in this set. Our model points to some limitations and liabilities of influential proposals for reforming research. It also reveals some underrecognized opportunities for improving the efficiency of clinical translation. (shrink)

This book provides linguists with a clear, critical, and comprehensive overview of theoretical and experimental work on information structure. Leading researchers survey the main theories of information structure in syntax, phonology, and semantics as well as perspectives from psycholinguistics and other relevant fields. Following the editors' introduction the book is divided into four parts. The first, on theories of and theoretical perspectives on information structure, includes chapters on topic, prosody, and implicature. Part 2 covers a range of (...) current issues in the field, including focus, quantification, and sign languages, while Part 3 is concerned with experimental approaches to information structure, including processes involved in its acquisition and comprehension. The final part contains a series of linguistic case studies drawn from a wide variety of the world's language families. This volume will be the standard guide to current work in information structure and a major point of departure for future research. (shrink)

The paper surveys Floridi’s attempt for laying down informational structural realism. After considering a number of reactions to the pars destruens of Floridi’s attack on the digital ontology, I show that Floridi’s enterprise for enriching the ISR by borrowing elements from the ontic form of structural realism is blighted by a haunting inconsistency. ISR has been originally developed by Floridi as a restricted and level dependent form of structural realism which remains mainly bonded within the borders of a Kantian perspective. (...) I argue that this perspective doesn’t mesh nicely with the ontic interpretation that Floridi attached to the ISR. I substantiate this claim through the assessment of Floridi’s strategy for reconciling the epistemic and ontic forms of the SR, as well as by close examination of his use of method of levels of abstraction and his notion of semantic information. My proposal is that the ISR could be defended best against the mentioned and similar objections by being interpreted as an extension of the epistemic SR. (shrink)

Many analytical studies purporting to aid decision-making are produced and yet their contribution to actual decision-making is questioned. This article focuses on how institutional structures influence the way analytical information is actually used. A variation of information criterion for quality of decision-making is developed and used to analyze what types of structures incite actors to both generate and store a variety of ideas and arguments. An international comparison on transport infrastructure planning is used to demonstrate the relevant institutional (...) mechanisms and how different structures lead to different processes of information exchange and to differing product outcomes. (shrink)

Why do speakers of all languages use different grammatical structures under different communicative circumstances to express the same idea? In this comprehensive study, Professor Lambrecht explores the relationship between the structure of sentences and the linguistic and extra-linguistic contexts in which they are used. His analysis is based on the observation that the structure of a sentence reflects a speaker's assumptions about the hearer's state of knowledge and consciousness at the time of the utterance. This relationship between speaker assumptions and (...) formal sentence structure is governed by rules and conventions of grammar, in a component called 'information structure'. Four independent but interrelated categories are analysed: presupposition and assertion, identifiability and activation, topic, and focus. (shrink)

BackgroundInformed consent is an important factor in a child’s moral structure from which different types of doctor–patient relationships arise. Children’s autonomy is currently under discussion in terms of their decent treatment, beyond what doctors and researchers perceive. To describe the influential practices that exist among clinicians and researchers toward children with chronic diseases during the process of obtaining informed consent.MethodsThis was a cross-sectional, qualitative study via a subjective and interpretivist approach. The study was performed by conducting semi-structured interviews of (...) 21 clinicians and researchers. Data analysis was performed using the SPSS version 21® and Atlas Ti version 7.0® programs.ResultsThe deliberative and paternalistic models were influential practices in the physician–patient relationship. In the deliberative model, the child is expected to have a moral awareness of their care. The paternalistic model determined that submission was a way of structuring the child because he or she is considered to be a subject of extreme care.ConclusionsThe differentiated objectification [educational] process recognizes the internal and external elements of the child. Informed consent proved to be an appropriate means for strengthening moral and structuring the child. (shrink)

While information structure has traditionally been viewed as a singlepartition of information within an utterance, there are opposing viewsthat identify multiple such partitions in an utterance. The existenceof alternative proposals raises questions about the notion ofinformation structure and also its relation to discoursestructure. Exploring various linguistic aspects, this paper supports thetraditional view by arguing that there is no information structure partition within a subordinate clause.

In a recent work (Grasso et al., 2021 ), practitioners of the Integrated Information Theory (IIT) claim to have overcome the weaknesses of causal reductionism in producing a coherent account of causation, as causal reductionism would blatantly conflate causation with prediction and could not answer the question of ‘what caused what.’ In this paper, I reject such a dismissal of causal reductionism since IIT anti-reductionists misunderstand the reductionist stance. The reductionists can still invoke a causal account stemming from the (...) causal power of the universe’s basic units and interactions that, eventually, may lead to structures supporting integrated information. Additionally, I claim that the IIT-inspired misunderstanding of causal reductionism originates from the former’s metaphysical deficit, conflating information with causation. However, as a possible way out, if IIT is complemented with a deeper metaphysical ground, such as nested hylomorphism, an improved argument against causal reductionism can be made to work by invoking formal causality as the ultimate cause of integration in natural systems. (shrink)

Dedicated to exploring the crossroads where complex sentences and information management - more specifically information structure and reference tracking - come together.

In this article we argue that discourse structure constrains the set ofpossible constituents in a discourse that can provide the relevantcontext for structuring information in a target sentence, whileinformation structure critically constrains discourse structureambiguity. For the speaker, the discourse structure provides a set of possible contexts for continuation while information structure assignment is independent of discourse structure. For the hearer, the information structure of a sentence together with discourse structure instructs dynamic semantics how rhematic information should (...) be used to update the meaning representation of the discourse. (shrink)

A framework for pragmatic analysis is proposed which treats discourse as a game, with context as a scoreboard organized around the questions under discussion by the interlocutors. The framework is intended to be coordinated with a dynamic compositional semantics. Accordingly, the context of utterance is modeled as a tuple of different types of information, and the questions therein — modeled, as is usual in formal semantics, as alternative sets of propositions — constrain the felicitous flow of discourse. A requirement (...) of Relevance is satisfied by an utterance (whether an assertion, a question or a suggestion) iff it addresses the question under discussion. Finally, it is argued that the prosodic focus of an utterance canonically serves to reflect the question under discussion (at least in English), placing additional constraints on felicity in context. (shrink)

Constructions marking information structure in French have been widely documented within the constructionist framework. C’est ‘it is’ clefts have been demonstrated to express the focus of the sentence. Nevertheless, it remains unclear how children are able to acquire clefts, and how they develop information structure categories. The aim of this study is to investigate the acquisition of clefts in French through the usage-based framework, to understand whether IS categories emerge gradually like other linguistic categories, and how children build (...) IS categories. For this, I analysed 256 c’est-clefts produced by three children between age 2 and 3. I show that most early clefts are produced by children with the chunk c’est moi associated with the concrete function of requesting to perform an action themselves. This chunk then becomes a frame with slot, extending the function to other human referents and discourse participants with the function of requesting adults to perform an action. Another large portion of early clefts seems to belong to a frame with slot c’est X whose function is to identify the agent who carried out an action. These findings suggest that the information structure category of focus emerges gradually. (shrink)

The goal of this paper is to show that the information carried by a structural representation can be decomposed into the information carried by its component parts. In particular, the relations between the components of a structural representation carry quantifiable information about the relations between components of their signifieds. It follows that the information carried by cognitive structural representations, including cognitive maps, can in principle be quantified and decomposed. This is perhaps surprising given that the formal (...) tools of communication theory have typically only been applied to simpler representation-like states without significant structure, such as detectors or indicators. In the final section I consider using computational complexity theory to capture the processing advantages afforded by structural representation. (shrink)

to be published in the Proceedings of the 18. International Conference of Linguistics, Seoul, Korea.

Informational structural realism (ISR) offers a new way to understand the nature of the “structure” that structural realists claim our best scientific theories get right about the world. According to Luciano Floridi, who has given the most detailed formulation of ISR so far, this structure is composed of information representing binary differences. In this paper I assess whether ISR offers a good way to resolve the tension between the no miracle argument (often taken to support scientific realism) and the (...) pessimistic meta-induction (often taken to support antirealism). With regards to this important motivation for structural realism, I shall argue that ISR faces insurmountable difficulties. However, I agree that interpreting “structure” in terms of information can be profitable for the realist. Instead, I offer a new version of ISR that borrows from algorithmic information theory. As a result, a more realist version of ISR is provided. (shrink)

Theodor W. Adorno asked in 1968: What is the fundamental question of the present structure of society? Do we live in late capitalism or an industrial society? In today’s society, we can reformulate this question: What is the fundamental question of the present structure of society? Do we live in capitalism or an information society? This article deals with these questions. A typology of information society theories is presented. Radical discontinuous information society theories, sceptical views and continuous (...) information society theories are distinguished. Second, an alternative concept that is grounded in Hegelian philosophy and Marxist political economy is presented. The basic argument is that the emergence of transnational informational capitalism is a transformational sublation, but not a radical one, and that informational capitalism is just one of the forms of capitalism that co-exist today. There is a unity of diversity of capitalism(s). (shrink)

We use the primitive ontology framework of Allori et al. to analyze the quantum information-theoretic interpretation of Bub and Pitowsky. There are interesting parallels between the two approaches, which differentiate them both from the more standard realist interpretations of quantum theory. Where they differ, however, is in terms of their commitments to an underlying ontology on which the manifest image of the world supervenes. Employing the primitive ontology framework in this way makes perspicuous the differences between the quantum (...) class='Hi'>information-theoretic interpretation, and the various realist interpretations of quantum theory. It also allows us to identify a sense in which the commitments of quantum information-theoretic interpretation are underspecified. Several possible ways of completing the interpretation are presented, and it is suggested that the most likely strategy would leave the information-theoretic interpretation such that it would fail to qualify as a theory, according to the primitive ontology approach. (shrink)

Codes are mechanisms in which signs are actualized. They relate various sign sides to each other. These sign sides can be represented as heterogeneities (diversity, relations, differences), some are organized with the help of various differences – identities formulated in a specific way. The basis of the codes of visual perception and art are primarily the heterogeneities of the elements perceived directly (contours of objects, sizes, directions of movement, light and color irritants, etc.). A structure, conceived of as a manner (...) of connection, is a principle for constructing a kind of a whole and is the center of an organized heterogeneity. (shrink)

Luciano Floridi’s informational structural realism takes a constructionist attitude towards the problems of epistemology and metaphysics, but the question of the nature of the semantical component of his view remains vexing. In this paper, I propose to dispense with the semantical component of ISR completely. I outline a Syntactical version of ISR. The unified entropy-based framework of information has been adopted as the groundwork of SISR. To establish its realist component, SISR should be able to dissolve the latching problem. (...) We have to be able to account for the informational structures–reality relationship in the absence of the standard semantical resources. The paper offers a pragmatic solution to the latching problem. I also take pains to account for the naturalistic plausibility of this solution by grounding it in the recent computational neuroscience of the predictive coding and the free energy principle. (shrink)

This article surveys and discusses the core points of contact between notions of information structure and notions of presupposition. Section 1 is devoted to the ‘weak’ presuppositional semantics for focus developed by Mats Rooth, describing its properties with regard to verification and accommodation and showing that it can successfully account for a wide range of phenomena. Section 2 examines the stronger thesis that focus–background structures give rise to existential presuppositions, and finds the counterarguments that have been raised to carry (...) considerable weight. Section 3 looks into the relationship between Givenness and run-of-the-mill presuppositions, finding that this relationship is looser than might be expected, mainly because a presupposition may be in need of focus marking instead of givenness marking. (shrink)

PurposeBeginning with the initial premise that the internet has a global character, the purpose of this paper is to argue that the normative evaluation of digital information on the internet necessitates an evaluative model that is itself universal and global in character. To this end, the paper aims to demonstrate and support a universal model for the normative evaluation of information on the internet.Design/methodology/approachThe design and application of a dual normative model of information show how such a (...) model commits all disseminators of information to universal epistemological and ethical norms.FindingsBased on the dual normative characterization of information, the paper demonstrates that information and internet information specifically, have an inherent normative structure that commits its disseminators to certain mandatory epistemological and ethical commitments; and that the negligent or purposeful abuse of information in violation of those commitments is also a violation of universal rights to freedom and wellbeing to which all agents are entitled by virtue of being agents, and in particular informational agents.Research limitations/implicationsOwing to space constraints it is impractical to provide in this paper a detailed account of how the argument for informational universal rights can deal with other competing moral obligations.Originality/valueThe findings based on an innovative dual normative model of information demonstrate and support the initial thesis of the paper, namely, that the dissemination of internet information due to its global nature commits all informational agents to universal epistemological and ethical principles. (shrink)

This chapter reviews neurophysiological and neuroanatomical investigations of information structural notions, with a view to working towards a neurobiologically grounded perspective. It first considers components of a neurobiologically plausible theory of information structure and outlines candidate mechanisms for higher-order cognitive processing, namely prediction and mental modelling, attention orientation, memory, and inferencing. The chapter then proceeds to neuroscientific investigations of information structure, highlighting differences between sentence- and text-level processing and discussing findings for the information structural notions of (...) givenness, focus, and topic, before presenting further insights from syntax-induced information structural effects. The chapter concludes with a discussion of neurobiological models of information structure processing. (shrink)

This chapter is concerned with the question to what extent free word order phenomena are regulated by information-structural constraints. Progress on this question must combine detailed empirical study with bold theoretical work that aims to test restrictive hypotheses about available syntactic operations, available IS-primitives, and their mapping. The present chapter evaluates four cross-cutting word order generalizations on the basis of a rough classification of syntactic operations and IS-primitives. Operations will be divided into those that are A-related, those that are (...) A′-related, those that involve doubling with a pronoun or clitic, and finally those that involve extraposition, and it is assumed that IS-primitives are restricted to topic, focus, contrast, and givenness. Some discussion is offered of how the four generalizations identified here might emerge as effects of deeper properties of the language faculty or human psychology. (shrink)

As a graduate student in Linguistics at UMass/Amherst in the 1980s, I was fortunate to be exposed to a number of new developments bearing on the relationship between formal semantics and pragmatics. In the 1970s under the influence of Cresswell, Lewis, Montague, and Partee, enormous progress in semantics was made possible by narrowing the focus of the field mainly to the consideration of the conventional, truth conditional content of an indicative utterance, calculated compositionally as a function of the semantic contributions (...) of its parts and its syntactic structure. Context was typically relegated to the background, in the form of indices of evaluation, though occasionally popping out for more serious consideration, as in the work of Kaplan, Karttunen, and Stalnaker. But eventually the nature of the rigorous formal enterprise itself, confronted with phenomena like Geach’s donkey sentences, presupposition projection, and the context-dependence of tense and aspect, forced the field into a more careful, thorough reconsideration of the relationship between context and content. Hence were born the dynamic theories of interpretation, beginning with Hans Kamp (1981) and Irene Heim (1982), who were both at UMass during my stay there, Heim completing her dissertation and Kamp on the faculty in Philosophy. Such frameworks posit a dynamic interchange between content and context, each dependent on the other, even in the course of interpreting a single utterance. Mats Rooth was also a graduate student at UMass at that time, and wrote his influential dissertation (1985) proposing an alternative semantics for the interpretation of prosodic focus, inter alia shedding light on how focus contributes to the contextual domain restriction of various operators. (shrink)