Toldot adam 3 -- Bet ha-midot -- Sheʼelot u-teshuvot.

1. Formal semantics in linguistics -- 2. Generalized quantifier theory -- 3. The interface between syntax and semantics -- 4. Anaphora, discourse, and modality -- 5. Focus, presupposition, and negation -- 6. Tense -- 7. Questions -- 8. Plurals -- 9. Computational semantics -- 10. Lexical semantics -- 11. Semantics and related domains.

The transformers that drive chatbots and other AI systems constitute large language models (LLMs). These are currently the focus of a lively discussion in both the scientific literature and the popular media. This discussion ranges from hyperbolic claims that attribute general intelligence and sentience to LLMs, to the skeptical view that these devices are no more than “stochastic parrots”. I present an overview of some of the weak arguments that have been presented against LLMs, and I consider several of the (...) more compelling criticisms of these devices. The former significantly underestimate the capacity of transformers to achieve subtle inductive inferences required for high levels of performance on complex, cognitively significant tasks. In some instances, these arguments misconstrue the nature of deep learning. The latter criticisms identify significant limitations in the way in which transformers learn and represent patterns in data. They also point out important differences between the procedures through which deep neural networks and humans acquire knowledge of natural language. It is necessary to look carefully at both sets of arguments in order to achieve a balanced assessment of the potential and the limitations of LLMs. (shrink)

This book offers a unified treatment of selected topics in the theory of financial markets. Starting with discrete time models, Dothan introduces discrete time stochastic calculus and discrete martingale methods of intuitive simplicity to characterize attainability, completeness, pricing, and the relationship between risk and return in financial markets. Subsequently, he uses the intuition developed in conjunction with the discrete time theory to introduce continuous time calculus for continuous, jump, and mixed continuous-jump processes, and to deal with attainability, completeness, pricing, (...) and the relationship between risk and return in general continuous time models. Throughout, the exposition of the continuous time theory emphasizes the analogies between discrete time and continuous time methods and results. The book includes many examples, applications to the pricing of options and other derivative securities, and an extensive discussion of the Black-Scholes model and its most general theoretical extension. (shrink)

The application of deep learning methods to problems in natural language processing has generated significant progress across a wide range of natural language processing tasks. For some of these applications, deep learning models now approach or surpass human performance. While the success of this approach has transformed the engineering methods of machine learning in artificial intelligence, the significance of these achievements for the modelling of human learning and representation remains unclear. Deep Learning and Linguistic Representation looks at the application of (...) a variety of deep learning systems to several cognitively interesting NLP tasks. It also considers the extent to which this work illuminates our understanding of the way in which humans acquire and represent linguistic knowledge. Key Features: combines an introduction to deep learning in AI and NLP with current research on Deep Neural Networks in computational linguistics. is self-contained and suitable for teaching in computer science, AI, and cognitive science courses; it does not assume extensive technical training in these areas. provides a compact guide to work on state of the art systems that are producing a revolution across a range of difficult natural language tasks. (shrink)

The human self model suggests that the construct of self involves functions such as agency, body-centered spatial perspectivity, and long-term unity. Vogeley, Kurthen, Falkai, and Maieret (1999) suggest that agency is subserved by the prefrontal cortex and other association areas of the cortex, spatial perspectivity by the prefrontal cortex and the parietal lobes, and long-term unity by the prefrontal cortex and the temporal lobes and that all of these functions are impaired in schizophrenia. Exploring the connections between the prefrontal cortex (...) and the construct of self, the present article extends the application of the self model to autism. It suggests that in contrast to schizophrenia, agency and spatial perspectivity are probably preserved in autism, but that, similarly to schizophrenia, long-term unity is probably impaired. This hypothesis is compatible with a model of neuropsychological dysfunction in autism in a neural network including parts of the prefrontal cortex, the temporal lobes, and the cerebellum. (shrink)

Sortally incorrect sentences have traditionally been referred to as "category mistakes" (Ryle ()) or "type crossings" (Drange ()). Sortal incorrectness is a ...

Este artículo examina los diversos niveles de certeza en el pensamiento de Hasdai Crescas, tal como pueden encontrarse en su _Sermón de Pascua_ y su principal obra filosófica, _Or Hashem_. En la primera parte del artículo se analiza la discusión principal de Crescas sobre este tema en el _Sermón._ En la segunda parte, las principales ideas expuestas allí se comparan con la opinión de Crescas en _Or Hashem_. Además, el artículo busca explicar por qué este tema está más desarrollado en (...) el _Sermón_ que en su principal obra filosófico. En última instancia, se concluye que Hasdai Crescas identifica cuatro niveles distintos de certeza: (1) pruebas irrefutables y la experiencia de la profecía; (2) pruebas lógicas razonables y la presencia de milagros que no tienen explicación terrenal; (3) pruebas y milagros menos probables de naturaleza dudosa; y (4) aceptar el significado claro del texto de la Torá y la tradición en general. Es probable que R. Crescas no mencionara este tema en _Or Hashem_ debido al bajo grado de certeza de la tradición, que eligió mantener oculta. (shrink)

The paper suggests a novel methodology for determining the state of legal doctrine on a particular issue by legal scholars. This methodology is inspired by the philosophical field of phenomenology. In particular, the tool of eidetic reduction developed by Edmund Husserl is applied to reach inter-subjectively valid assessments of doctrine. The methodology developed here argues that scholars who wish to discover legal doctrine on a particular issue need to first define general paradigms that explain the relevant legal field. Then, they (...) should develop a hypothesis about the law on the particular issue that concurs with the essential qualities of all these paradigms. Finally, to determine if a hypothesis about the content of the law should be accepted or rejected, it must be checked against legal sources that often include judgments. Reasoning by analogy should be used to learn from judgments with the same policy implications as the doctrine suggested by the hypothesis. The paper offers several heuristics—demonstrated with examples from international law—that can be used to find judgments that have the same policy implications without determining conclusively what these implications are. (shrink)

International courts strive to enhance their legitimacy, that is, they would like the members of the international community to perceive their judgments as just, correct and unbiased even if they do not agree with their specific content. This Article argues that international courts take into account the actors they interact with, the norms they apply, and the conditions they operate under as they try to enhance their legitimacy. It demonstrates strategic behavior towards that end in the judgments of two prominent (...) international courts - the International Court of Justice and the European Court of Human Rights. International courts interact with states under their jurisdiction and with their national courts. International courts try to preserve their legitimacy vis-à-vis states; at the same time, they want to signal that states will comply with them even if they issue judgments states disagree with. International courts can cooperate with national courts and gain legitimacy from interacting with legitimate national courts. The norms that international courts apply constrain their ability to maneuver their judgments in ways that can help their legitimacy, but at the same time help legitimize their judgments. International courts use various tactics to shape their reasoning in order to improve their legitimacy. The behavior of international courts is scrutinized by the domestic public within each state. That public has certain agendas, priorities and preferences. The domestic public’s agenda is a condition that the court must respond to, but sometimes courts can also shape that agenda to their benefit. (shrink)

Was Maimonides a radical philosopher who subtly argued for a naturalist world and who saw the obligation to keep the Torah's commandments as a social and moral obligation - or was he a conservative Jewish believer who only tried to formulate philosophical arguments in favour of a revealed religion? This question has been central to the interpretation of Maimonides from the 12th century until modern times. In the four chapters of this book, Shalom Sadik argues for a radical philosophical (...) interpretation of Maimonides. (shrink)

On the Fregean view of NP's, quantified NP's are represented as operator-variable structures while proper names are constants appearing in argument position. The Generalized Quantifier approach characterizes quantified NP's and names as elements of a unified syntactic category and semantic type. According to the Logicality Thesis, the distinction between quantified NP's, which undergo an operation of quantifier raising to yield operator-variable structures at Logical Form and non-quantified NP's, which appear in situ at LF, corresponds to a difference in logicality status. (...) The former are logical expressions while the latter are not. Using van Benthem's [2, 3] criterion for logicality, I extend the concept of logicality to GQ's. I argue that NP's modified by exception phrases constitute a class of quantified NP's which are heterogeneous with respect to logicality. However, all exception phrase NP's exhibit the syntactic and semantic properties which motivate May to treat quantified NP's as operators at LF. I present a semantic analysis of exception phrases as modifiers of GQ's, and I indicate how this account captures the central semantic properties of exception phrase NP's. I explore the consequences of the logically heterogeneous character of exception phrase NP's for proof theoretic accounts of quantifiers in natural language. The proposed analysis of exception phrase NP's provides support for the GQ approach to the syntax and semantics of NP's. (shrink)

Sewards and Sewards argue that while computations necessary for object recognition occur throughout the ventral visual stream, object recognition awareness involves the anterior temporal lobe and the medial orbital prefrontal cortex. The present paper suggests, however, that the medial orbital prefrontal cortex has a unique contribution, namely that of producing a basic experience of a perceptual object. It is further argued that the mechanisms that produce this experience also result in making the object more important than its subparts and features. (...) Finally, it is argued that a reduction in this importance may account for some perceptual difficulties in high-functioning autism. This view is consistent with evidence for early selective abnormalities in other systems involving the medial prefrontal cortex in autism. (shrink)

Le but de ces quelques pages est de clarifier la manière dont Sartre utilise la notion de «l'être» dans son principal ouvrage, l'Être et le Néant. L'être, nous dit Sartre, est « dévoilé par quelque moyen d'accès immédiat» qu'il nomme « l'ennui», « la nausée » etc. « L'être » dont il est ici question est, nous le verrons, le concept général qui s'applique aux deux catégories d'existents qui, selon Sartre, composent le monde: l'être-en-soi et l'être-pour-soi. On a souvent dit (...) que l'intérêt de cet ouvrage se trouve dans les analyses qu'il nous donne de l'être-pour-soi qui est le nom donné à la « réalité humaine », et non dans ce qu'il nous dit concernant l'être-en-soi. II est vrai que Sartre ne consacre que quelques pages à cette derniére question. Cependant, il me semblc que ce que nous dit Sartre concernant l'être-en-soi est la clef de son ontologie de base, et que le sens de cet « En-soi» éclairera, également, certaines de ses affirmations concernant le « Pour-soi». Les deux concepts sont solidaires, mais le sens de l'En-soi est, en quelque sorte, plus fondamental que le sens du Pour-soi. (shrink)

Studies in Abraham Joshua Heschel's Oeuvre.

The paper presents Property Theory with Curry Typing (PTCT) where the language of terms and well-formed formulæ are joined by a language of types. In addition to supporting fine-grained intensionality, the basic theory is essentially first-order, so that implementations using the theory can apply standard first-order theorem proving techniques. Some extensions to the type theory are discussed, type polymorphism, and enriching the system with sufficient number theory to account for quantifiers of proportion, such as “most.”.

_ Source: _Volume 54, Issue 2-3, pp 125 - 145 Maimonides’s _Guide for the Perplexed_ had a significant influence on both Jewish and Christian philosophy, although the vast majority of Jewish and Christian readers in the Middle Ages could not read the original Judeo-Arabic text. Instead, they had access to the text through Hebrew and Latin translations. The article focuses on words derived from the root _sh-h-r_ in the original text of Maimonides, first on the understanding of Maimonides himself, where (...) they take on two meanings; the first sense of these words is an adjective that refers to things well-known to the larger public; the second sense is that in which the opinions held by the public are opposed to the intelligibles. Second, while one of Maimonides’ Hebrew translators, Ibn Tibbon, did understand the original meaning of the words in the _Guide_, the other, Alharizi did not; he missed the distinction between rational understanding and generally admitted opinions. This misunderstanding changed the meaning of three important passages of the _Guide_. Finally the mistranslation of Alharizi influenced the medieval philosophers that either read his translation, such as Rabbi Aaron ben Elijah of Nicomedia, or a Latin translation based upon it, such as Meister Eckhart. (shrink)

The aim of this article is to analyze the opinion of a Jewish Averroist Rabbi Josef Ibn Caspi on the relation between prophetical and philosophical truth. In the beginning of the article, we will see that in some of his writings, R. Caspi claims the prophet’s knowledge to be superior to that of the philosopher. However, in the second part of the article, we will analyze his commentary on Maimonides Guide of the Perplexed. In this commentary R. Caspi also mentions (...) the opposite opinion: that the knowledge of the prophet is only his knowledge as a philosopher and that even true prophets’ can have a few false prophecies just as good philosophers may have a few wrong opinions. He thus equates the knowledge of a prophet to that of a philosopher. In the conclusion of the article we try to determine how one can distinguish between the texts that explain the true opinion of R. Caspi and the text that our author wrote only for political and pedagogical reasons. (shrink)

This commentary discusses the relation between Grodzinsky's target article and Friederici's (1995) model of syntactic processing. The two models can be made more compatible if it is assumed that people with Broca's aphasia have a problem in trace construction rather than trace deletion, and that the process of trace construction takes place during the second early syntactic substage of Friederici's model.

In this paper, we explore the possibility that machine learning approaches to naturallanguage processing being developed in engineering-oriented computational linguistics may be able to provide specific scientific insights into the nature of human language. We argue that, in principle, machine learning results could inform basic debates about language, in one area at least, and that in practice, existing results may offer initial tentative support for this prospect. Further, results from computational learning theory can inform arguments carried on within linguistic theory (...) as well. (shrink)

This book explores what motivates net-generation community college students to complete their degrees. By emphasizing relationships, personal growth, and support systems, the author’s research will empower educational institutions to increase retention and foster success.

The language of standard propositional modal logic has one operator (? or ?), that can be thought of as being determined by the quantifiers ? or ?, respectively: for example, a formula of the form ?F is true at a point s just in case all the immediate successors of s verify F.This paper uses a propositional modal language with one operator determined by a generalized quantifier to discuss a simple connection between standard invariance conditions on modal formulas and generalized (...) quantifiers: the combined generalized quantifier conditions of conservativity and extension correspond to the modal condition of invariance under generated submodels, and the modal condition of invariance under bisimulations corresponds to the generalized quantifier being a Boolean combination of ? and ? (shrink)