Results for 'compositionality'

129 found
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  1. Compositionality and constituent structure in the analogue mind.Sam Clarke - 2023 - Philosophical Perspectives 37 (1):90-118.
    I argue that analogue mental representations possess a canonical decomposition into privileged constituents from which they compose. I motivate this suggestion, and rebut arguments to the contrary, through reflection on the approximate number system, whose representations are widely expected to have an analogue format. I then argue that arguments for the compositionality and constituent structure of these analogue representations generalize to other analogue mental representations posited in the human mind, such as those in early vision and visual imagery.
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  2. Compositionality and Sandbag Semantics.Elmar Geir Unnsteinsson - 2014 - Synthese 191 (14):3329-3350.
    It is a common view that radical contextualism about linguistic meaning is incompatible with a compositional explanation of linguistic comprehension. Recently, some philosophers of language have proposed theories of 'pragmatic' compositionality challenging this assumption. This paper takes a close look at a prominent proposal of this kind due to François Recanati. The objective is to give a plausible formulation of the view. The major results are threefold. First, a basic distinction that contextualists make between mandatory and optional pragmatic processes (...)
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  3.  59
    Compositionality in Truth Conditional Pragmatics.Adrian Briciu - 2020 - In Tadeusz Ciecierski & Pawel Grabarczyk (eds.), The Architecture of Context and Context-Sensitivity. New York: Springer. pp. 205-226.
    In the past decade various linguists and philosophers (e.g. Pagin, Pelletier, Recanati, Westerståhl, Lasersohn) have proposed a weakening of the standard interpretation of compositionality for propositional content. Their move is motivated by the desire to accommodate radical forms of context sensitivity within a systematic account of natural languages. In this paper I argue against weakening compositionality in the way proposed by them. I argue that weak compositionality fails to provide some of the expected benefits of compositionality. (...)
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  4. Compositionality in visual perception.Alon Hafri, E. J. Green & Chaz Firestone - 2023 - Behavioral and Brain Sciences 46:e277.
    Quilty-Dunn et al.'s wide-ranging defense of the Language of Thought Hypothesis (LoTH) argues that vision traffics in abstract, structured representational formats. We agree: Vision, like language, is compositional – just as words compose into phrases, many visual representations contain discrete constituents that combine in systematic ways. Here, we amass evidence extending this proposal, and explore its implications for how vision interfaces with the rest of the mind.
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  5. Compositionality and Believing That.Tony Cheng - 2016 - Linguistic and Philosophical Investigations 15:60-76.
    This paper is about compositionality, belief reports, and related issues. I begin by introducing Putnam’s proposal for understanding compositionality, namely that the sense of a sentence is a function of the sense of its parts and of its logical structure (section 1). Both Church and Sellars think that Putnam’s move is superfluous or unnecessary since there is no relevant puzzle to begin with (section 2). I will urge that Putnam is right in thinking that there is indeed a (...)
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  6. Why Compositionality?Jeroen Groenendijk & Martin Stokhof - 2005 - In Greg N. Carlson & Francis Jeffry Pelletier (eds.), Reference and Quantification: The Partee Effect. Stanford: CSLI Publications. pp. 83--106.
    The paper identifies some background assumptions of compositionality in formal semantics and investigates how they shape formal semantics as a scientific discipline.
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  7. Is Compositionality a Trivial Principle?Richard Heck - 2013 - Frontiers of Philosophy in China 8 (1):140-55.
    Primarily a response to Paul Horwich's "Composition of Meanings", the paper attempts to refute his claim that compositionality—roughly, the idea that the meaning of a sentence is determined by the meanings of its parts and how they are there combined—imposes no substantial constraints on semantic theory or on our conception of the meanings of words or sentences. Show Abstract.
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  8. Compositionality and Complexity in Multiple Negation.Francis Corblin - 1995 - Logic Journal of the IGPL 3 (2-3):449-471.
    This paper considers negative triggers and the interpretation of simple sentences containing more than one occurrence of those items . In the most typical interpretations those sentences have more negative expressions than negations in their semantic representation. It is first shown that this compositionality problem remains in current approaches. A principled algorithm for deriving the representation of sentences with multiple negative quantifiers in a DRT framework is then introduced. The algorithm is under the control of an on-line check-in, keeping (...)
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  9. Is compositionality an a priori principle?Daniel Cohnitz - 2005 - In M. Wening, E. Machery & G. Schurz (eds.), The Compositionality of Concepts and Meanings: Foundational Issues. Ontos.
    When reasons are given for compositionality, the arguments usually purport to establish compositionality in an almost a priori manner. I will rehearse these arguments why one could think that compositionality is a priori true, or almost a priori true, and will find all of them inconclusive. This, in itself, is no reason against compositionality, but a reason to try to establish or defend the principle on other than quasi-a priori grounds.
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  10. Compositionality in Focus.Anna Szabolcsi - 1982 - Folia Linguistica Europea 15:141-162.
    I believe that the validity of [the Fregean principle of compositionality] is beyond doubt and thus any grammar, whether organized to reflect [it] directly or not, may ultimately be required to satisfy it. One of the systems that are precisely designed to reflect [it] is Montague Grammar, where, technical details aside, it is realized as follows: (2) a. Sentences are composed by putting their constituents together step by step, with no subsequent rearrangement; b. Not only each lexical item but (...)
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  11. Compositionality and Expressive Power: Comments on Pietroski.Elmar Unnsteinsson - 2020 - Croatian Journal of Philosophy 20 (3):295-310.
    Paul Pietroski has developed a powerful minimalist and internalist alternative to standard compositional semantics, where meanings are identified with instructions to fetch or assemble human concepts in specific ways. In particular, there appears to be no need for Fregean Function Application, as natural language composition only involves processes of combining monadic or dyadic concepts, and Pietroski’s theory can then, allegedly, avoid both singular reference and truth conditions. He also has a negative agenda, purporting to show, roughly, that the vocabulary of (...)
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  12.  23
    Combinatoriality and Compositionality in Everyday Primate Skills.Nathalie Gontier - forthcoming - International Journal of Primatology.
    Human language, hominin tool production modes, and multimodal communications systems of primates and other animals are currently well-studied for how they display compositionality or combinatoriality. In all cases, the former is defined as a kind of hierarchical nesting and the latter as a lack thereof. In this article, I extend research on combinatoriality and compositionality further to investigations of everyday primate skills. Daily locomotion modes as well as behaviors associated with subsistence practices, hygiene, or body modification rely on (...)
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  13. Compositionality and modest inferentialism.James Trafford - 2014 - Teorema: International Journal of Philosophy (1):39-56.
    This paper provides both a solution and a problem for the account of compositionality in Christopher Peacocke’s modest inferentialism. The immediate issue facing Peacocke’s account is that it looks as if compositionality can only be understood at the level of semantics, which is difficult to reconcile with inferentialism. Here, following up a brief suggestion by Peacocke, I provide a formal framework wherein compositionality occurs the level of the determining relation between inference and semantics. This, in turn provides (...)
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  14. Compositionality and Context in Perception (draft).Kevin J. Lande - manuscript
    A compositional theory of perceptual representations would explain how the accuracy conditions of a given type of perceptual state depend on the contents of constituent perceptual representations and the way those constituents are structurally related. Such a theory would offer a basic framework for understanding the nature, grounds, and epistemic significance of perception. But an adequate semantics of perceptual representations must accommodate the holistic nature of perception. In particular, perception is replete with context effects, in which the way one perceptually (...)
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  15. Can Compositionality Solve the Thought-or-Language Problem?Raquel Krempel - 2019 - Philosophical Papers 48 (2):265-291.
    Jerry Fodor has claimed to have a solution to the traditional problem of what comes first, thought or language. Compositionality, he says, will give us the answer, for at least one must be compositional, and if only one of them is, that is the one that has underived semantic content. He argues that natural languages are not compositional, and therefore that the content of language is derived from the content of thought. I will argue that the idea that language (...)
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  16. On Context Shifters and Compositionality in Natural Languages.Adrian Briciu - 2018 - Organon F: Medzinárodný Časopis Pre Analytickú Filozofiu 25 (1):2-20.
    My modest aim in this paper is to prove certain relations between some type of hyper-intensional operators, namely context shifting operators, and compositionality in natural languages. Various authors (e.g. von Fintel & Matthewson 2008; Stalnaker 2014) have argued that context-shifting operators are incompatible with compositionality. In fact, some of them understand Kaplan’s (1989) famous ban on context-shifting operators as a constraint on compositionality. Others, (e.g. Rabern 2013) take contextshifting operators to be compatible with compositionality but, unfortunately, (...)
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  17. Phenomenal Compositionality and Context Effects.David Pitt - 2018 - Inquiry: An Interdisciplinary Journal of Philosophy 61 (5-6):494-498.
    The thesis that conceptual content is experiential faces a prima facie objection. Phenomenology is not in general compositional. For example, the experienced color of a thing will change depending on its context. If conceptual phenomenology is also subject to context effects, then thought contents will not be compositional. However, the compositionality of thought content is, arguably, explanatorily indispensable. This paper considers several different conceptions of compositionality, but in the end maintains there is no introspective evidence for conceptual context (...)
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  18. Why compositionality?Martin Stokhof - 2005 - In Greg Carlson & J. Pelletier (eds.), Reference and Quantification: The Partee Effect. Stanford: CSLI Press. pp. 83-106.
    The paper identifies some background assumptions of compositionality in formal semantics and investigates how they shape formal semantics as a scientific discipline.
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  19.  19
    Combinatoriality and Compositionality in Communication, Skills, Tool Use, and Language.Nathalie Gontier, Stefan Hartmann, Michael Pleyer & Daniela Rodrigues - forthcoming - International Journal of Primatology.
    Combinatorial behavior involves combining different elements into larger aggregates with meaning. It is generally contrasted with compositionality, which involves the combining of meaningful elements into larger constituents whose meaning is derived from its component parts. Combinatoriality is commonly considered a capacity found in primates and other animals, whereas compositionality often is considered uniquely human. Questioning the validity of this claim, this multidisciplinary special issue of the International Journal of Primatology unites papers that each study aspects of combinatoriality and (...)
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  20.  75
    Use, Compositionality and Prior's Puzzle.Simon Vonlanthen - manuscript
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  21.  66
    Compositionality in Davidson’s Early Work.Peter Pagin - 2019 - Journal for the History of Analytical Philosophy 7 (2):76-89.
    Davidson’s 1965 paper, “Theories of Meaning and Learnable Languages”, has invariably been interpreted, by others and by myself, as arguing that natural languages must have a compositional semantics, or at least a systematic semantics, that can be finitely specified. However, in his reply to me in the Żegleń volume, Davidson denies that compositionality is in any need of an argument. How does this add up? In this paper I consider Davidson’s first three meaning theoretic papers from this perspective. I (...)
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  22. Propositions and compositionality.Juhani Yli-Vakkuri - 2013 - Philosophical Perspectives 27 (1):526-563.
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  23. Overlooked evidence for semantic compositionality and signal reduction in wild chimpanzees (Pan troglodytes).Petar Gabrić - forthcoming - Animal Cognition.
    Recent discoveries of semantic compositionality in Japanese tits have enlivened the discussions on the presence of this phenomenon in wild animal communication. Data on semantic compositionality in wild apes are lacking, even though language experiments with captive apes have demonstrated they are capable of semantic compositionality. In this paper, I revisit the study by Boesch (Hum. Evol. 6:81–89, 1991) who investigated drumming sequences by an alpha male in a chimpanzee (_Pan troglodytes_) community in the Taï National Park, (...)
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  24. Compositionality without word boundaries: (the) more and (the) most.Anna Szabolcsi - 2012 - Proceedings of Semantics and Linguistic Theory (SALT) 22.
    This paper seeks to illustrate the advantages of not treating phonological words as distinguished building blocks in compositional semantics. Following Bobaljik 2012, we derive the relative readings of amount superlatives in two steps, [[[d-many] comparative] superlative]. The existence of two comparative constructions is revealed, involving more vs. the more. Each builds a different superlative construction, explaining the conflicting intuitions about superlatives in the literature, as well as puzzles relating to the definite article in superlatives.
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  25. Failures of Categoricity and Compositionality for Intuitionistic Disjunction.Jack Woods - 2012 - Thought: A Journal of Philosophy 1 (4):281-291.
    I show that the model-theoretic meaning that can be read off the natural deduction rules for disjunction fails to have certain desirable properties. I use this result to argue against a modest form of inferentialism which uses natural deduction rules to fix model-theoretic truth-conditions for logical connectives.
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  26. The Structure of Semantic Competence: Compositionality as an Innate Constraint of The Faculty of Language.Guillermo Del Pinal - 2015 - Mind and Language 30 (4):375–413.
    This paper defends the view that the Faculty of Language is compositional, i.e., that it computes the meaning of complex expressions from the meanings of their immediate constituents and their structure. I fargue that compositionality and other competing constraints on the way in which the Faculty of Language computes the meanings of complex expressions should be understood as hypotheses about innate constraints of the Faculty of Language. I then argue that, unlike compositionality, most of the currently available non-compositional (...)
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  27. Does the Principle of Compositionality Explain Productivity? For a Pluralist View of the Role of Formal Languages as Models.Ernesto Perini-Santos - 2017 - Contexts in Philosophy 2017 - CEUR Workshop Proceedings.
    One of the main motivations for having a compositional semantics is the account of the productivity of natural languages. Formal languages are often part of the account of productivity, i.e., of how beings with finite capaci- ties are able to produce and understand a potentially infinite number of sen- tences, by offering a model of this process. This account of productivity con- sists in the generation of proofs in a formal system, that is taken to represent the way speakers grasp (...)
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  28. A probabilistic framework for analysing the compositionality of conceptual combinations.Peter Bruza, Kirsty Kitto, Brentyn Ramm & Laurianne Sitbon - 2015 - Journal of Mathematical Psychology 67:26-38.
    Conceptual combination performs a fundamental role in creating the broad range of compound phrases utilised in everyday language. This article provides a novel probabilistic framework for assessing whether the semantics of conceptual combinations are compositional, and so can be considered as a function of the semantics of the constituent concepts, or not. While the systematicity and productivity of language provide a strong argument in favor of assuming compositionality, this very assumption is still regularly questioned in both cognitive science and (...)
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  29. Musical Thought And Compositionality.Christopher Bartel - 2006 - Postgraduate Journal of Aesthetics 3 (1).
    Many philosophers and music theorists have claimed that music is a language, though whether this is meant metaphorically or literally is often unclear. If the claim is meant literally, then it faces serious difficulty—many find it compelling to think that music cannot be a language because it lacks any semantic value. On the other hand, if it is meant metaphorically, then it is not clear what is gained by the metaphor—it is not clear what the metaphor is meant to illuminate. (...)
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  30. Dual Content Semantics, privative adjectives and dynamic compositionality.Guillermo Del Pinal - 2015 - Semantics and Pragmatics 8 (7):1-53.
    This paper defends the view that common nouns have a dual semantic structure that includes extension-determining and non-extension-determining components. I argue that the non-extension-determining components are part of linguistic meaning because they play a key compositional role in certain constructions, especially in privative noun phrases such as "fake gun" and "counterfeit document". Furthermore, I show that if we modify the compositional interpretation rules in certain simple ways, this dual content account of noun phrase modification can be implemented in a type-driven (...)
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  31. Kinds of monsters and kinds of compositionality.Mark McCullagh - 2018 - Analysis 78 (4):657-666.
    In response to Stefano Predelli's article finding in David Kaplan's “Demonstratives” a distinction between “context shifting” monsters and “operators on character,” I argue that context shifters are operators on character. That conclusion conflicts with the claim that operators on character must be covertly quotational. But that claim is itself unmotivated.
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  32. Embodied thoughts. Concepts and compositionality without language.B. Hardy-Vallee & Pierre Poirier - 2006 - Theoria Et Historia Scientarum 1:53-72.
    Is thinking necessarily linguistic? Do we _think with words_, to use Bermudez’s (2003) phrase? Or does thinking occur in some other, yet to be determined, representational format? Or again do we think in various formats, switching from one to the other as tasks demand? In virtue perhaps of the ambiguous nature of first-person introspective data on the matter, philosophers have traditionally disagreed on this question, some thinking that thought had to be pictorial, other insisting that it could not be but (...)
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  33. Quantifier particles and compositionality.Anna Szabolcsi - 2013 - Proceedings of the 19th Amsterdam Colloquium.
    In many languages, the same particles build quantifier words and serve as connectives, additive and scalar particles, question markers, existential verbs, and so on. Do the roles of each particle form a natural class with a stable semantics? Are the particles aided by additional elements, overt or covert, in fulfilling their varied roles? I propose a unified analysis, according to which the particles impose partial ordering requirements (glb and lub) on the interpretations of their hosts and the immediate larger contexts, (...)
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  34. Holism, Hyper‐analyticity and Hyper‐compositionality.Ned Block - 2007 - Mind and Language 8 (1):1-27.
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  35. Another page in the foundation of semiotics (Giordano Bruno’s De Imaginum, Signorum et Idearum Compositione).Mihai Nadin - 1993 - American Journal of Semiotics 10 (1/2):271-284.
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  36. Davidson's Argument for the Compositionality of Natural Languages and the Slingshot Argument. (In Persian).Ali Hossein Khani - 2010 - Zehn 11 (42):97-120.
    «بررسی استدلال دیویدسون در باب ترکیبی بودن زبان‌های طبیعی و «استدلال قلاب سنگی .
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  37. Recurrence.Nathan Salmon - 2012 - Philosophical Studies 159 (3):407-441.
    Standard compositionality is the doctrine that the semantic content of a compound expression is a function of the semantic contents of the contentful component expressions. In 1954 Hilary Putnam proposed that standard compositionality be replaced by a stricter version according to which even sentences that are synonymously isomorphic (in the sense of Alonzo Church) are not strictly synonymous unless they have the same logical form. On Putnam’s proposal, the semantic content of a compound expression is a function of: (...)
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  38. The myth of occurrence-based semantics.Bryan Pickel & Brian Rabern - 2021 - Linguistics and Philosophy 44:813-837.
    The principle of compositionality requires that the meaning of a complex expression remains the same after substitution of synonymous expressions. Alleged counterexamples to compositionality seem to force a theoretical choice: either apparent synonyms are not synonyms or synonyms do not syntactically occur where they appear to occur. Some theorists have instead looked to Frege’s doctrine of “reference shift” according to which the meaning of an expression is sensitive to its linguistic context. This doctrine is alleged to retain the (...)
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  39. Do inferential roles compose?Mark McCullagh - 2003 - Dialectica 57 (4):431-38.
    Jerry Fodor and Ernie Lepore have argued that inferential roles are not compositional. It is unclear, however, whether the theories at which they aim their objection are obliged to meet the strong compositionality requirement they have in mind. But even if that requirement is accepted, the data they adduce can in fact be derived from an inferential-role theory that meets it. Technically this is trivial, but it raises some interesting objections turning on the issue of the generality of inferential (...)
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  40. The Fodorian fallacy.François Recanati - 2002 - Analysis 62 (4):285-89.
    In recent years Fodor has repeatedly argued that nothing epistemic can be essential to, or constitutive of, any concept. This holds in virtue of a constraint which Fodor dubs the Compositionality Constraint. I show that Fodor's argument is fallacious because it rests on an ambiguity.
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  41. Composing Prototypes - AISC 18.Antonio Lieto & Gian Luca Pozzato - 2018 - In Proceedings of AISC 2018, 15th Annual Conference of the Italian Association for Cognitive Sciences The new era of Artificial Intelligence: a cognitive perspective. 27100 Pavia, Province of Pavia, Italy: pp. 8-10.
    Combining typical knowledge to generate novel concepts is an important creative trait of human cognition. Dealing with such ability requires, from an AI perspective, the harmonization of two conflicting requirements that are hardly accommodated in symbolic systems: the need of a syntactic compositionality (typical of logical systems) and that one concerning the exhibition of typicality effects (see Frixione and Lieto, 2012). In this work we provide a logical framework able to account for this type of human-like concept combination. We (...)
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  42. Fundamentality and Conditionality of Existence.Sahana Rajan - 2019 - Tattva - Journal of Philosophy 11 (2):1-9.
    In metaphysics, fundamentality is a central theme involving debates on the nature of existents, as wholes. These debates are largely object-oriented in their standpoint and engage with composites or wholes through the mereological notion of compositionality. The ontological significance of the parts overrides that of wholes since the existence and identity of the latter are dependent on that of the former. Broadly, the candidates for fundamental entities are considered to be elementary particles of modern physics (since they appear to (...)
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  43. Motivating the Relevance Approach to Conditionals.Niels Skovgaard-Olsen - 2016 - Mind and Language 31 (5):555-579.
    The aim is to motivate theoretically a relevance approach to conditionals in a comparative discussion of the main alternatives. In particular, it will be argued that a relevance approach to conditionals is better motivated than the suppositional theory currently enjoying wide endorsement. In the course of this discussion, an argument will be presented for why failures of the epistemic relevance of the antecedent for the consequent should be counted as genuine semantic defects. Furthermore, strategies for dealing with compositionality and (...)
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  44. Generality.Nathan Salmon - 2012 - Philosophical Studies 161 (3):471-481.
    A distinction is drawn among predicates, open sentences (or open formulas), and general terms, including general-term phrases. Attaching a copula, perhaps together with an article, to a general term yields a predicate. Predicates can also be obtained through lambda-abstraction on an open sentence. The issue of designation and semantic content for each type of general expression is investigated. It is argued that the designatum of a general term is a universal, e.g., a kind, whereas the designatum of a predicate is (...)
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  45. Against Fregean Quantification.Bryan Pickel & Brian Rabern - 2023 - Ergo: An Open Access Journal of Philosophy 9 (37):971-1007.
    There are two dominant approaches to quantification: the Fregean and the Tarskian. While the Tarskian approach is standard and familiar, deep conceptual objections have been pressed against its employment of variables as genuine syntactic and semantic units. Because they do not explicitly rely on variables, Fregean approaches are held to avoid these worries. The apparent result is that the Fregean can deliver something that the Tarskian is unable to, namely a compositional semantic treatment of quantification centered on truth and reference. (...)
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  46. Prototypes as compositional components of concepts.Guillermo Del Pinal - 2016 - Synthese 193 (9):2899–2927.
    The aim of this paper is to reconcile two claims that have long been thought to be incompatible: that we compositionally determine the meaning of complex expressions from the meaning of their parts, and that prototypes are components of the meaning of lexical terms such as fish, red, and gun. Hypotheses and are independently plausible, but most researchers think that reconciling them is a difficult, if not hopeless task. In particular, most linguists and philosophers agree that is not negotiable; so (...)
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  47. Das Kompositionalitätsprinzip in seinen Anwendungen auf die "Slingshot-Argumente".Hans-Peter Leeb - 2004 - Sankt Augustin: Academia Verlag.
    According to the principle of compositionality, the meaning of a composed expression depends only on its logical form and the meaning of its descriptive sub-expressions. This dependence can be understood as the substitutivity of expressions that have the same meaning without changing the meaning of the composed expression. In this book the hidden complexity of Frege's and Quine's conceptions of extensionality is revealed. The insights gained by this analysis as well as two versions of the principle of compositionality (...)
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  48. Does Semantic Relationism Solve Frege's Puzzle?Bryan Pickel & Brian Rabern - 2017 - Journal of Philosophical Logic 46 (1):97-118.
    In a series of recent works, Kit Fine, 605–631, 2003, 2007) has sketched a novel solution to Frege’s puzzle. Radically departing from previous solutions, Fine argues that Frege’s puzzle forces us to reject compositionality. In this paper we first provide an explicit formalization of the relational semantics for first-order logic suggested, but only briefly sketched, by Fine. We then show why the relational semantics alone is technically inadequate, forcing Fine to enrich the syntax with a coordination schema. Given this (...)
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  49. Concept Combination in Weighted Logic.Guendalina Righetti, Claudio Masolo, Nicolas Toquard, Oliver Kutz & Daniele Porello - 2021 - In Proceedings of the Joint Ontology Workshops 2021 Episode {VII:} The Bolzano Summer of Knowledge co-located with the 12th International Conference on Formal Ontology in Information Systems {(FOIS} 2021), and the 12th Internati.
    We present an algorithm for concept combination inspired and informed by the research in cognitive and experimental psychology. Dealing with concept combination requires, from a symbolic AI perspective, to cope with competitive needs: the need for compositionality and the need to account for typicality effects. Building on our previous work on weighted logic, the proposed algorithm can be seen as a step towards the management of both these needs. More precisely, following a proposal of Hampton [1], it combines two (...)
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  50.  63
    Is Impossible Worlds Semantics Compositional? An objection to Berto and Jago’s Account.Stefano Pigliacelli & Giorgio Lenta - manuscript
    The aim of the present article is to investigate the tenability of the principle of compositionality within an impossible worlds framework. To understand how this question is raised, the first section will be devoted to explaining what the principle of compositionality is and how it is compatile with a possible worlds semantics. In the following section, some arguments from hyperintentionality will be provided against such semantics. The third section will introduce the notion of impossible worlds as adequate tools (...)
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