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Prototype theory and compositionality

Cognition 57 (2):129-191 (1995)

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  1. Emotions in conceptual spaces.Michał Sikorski & Ohan Hominis - forthcoming - Philosophical Psychology.
    The overreliance on verbal models and theories in psychology has been criticized for hindering the development of reliable research programs (Harris, 1976; Yarkoni, 2020). We demonstrate how the conceptual space framework can be used to formalize verbal theories and improve their precision and testability. In the framework, scientific concepts are represented by means of geometric objects. As a case study, we present a formalization of an existing three-dimensional theory of emotion which was developed with a spatial metaphor in mind. Wundt (...)
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  • Emotions in conceptual spaces.Michał Sikorski & Ohan Hominis - 2024 - Philosophical Psychology.
    The overreliance on verbal models and theories in psychology has been criticized for hindering the development of reliable research programs (Harris, 1976; Yarkoni, 2020). We demonstrate how the conceptual space framework can be used to formalize verbal theories and improve their precision and testability. In the framework, scientific concepts are represented by means of geometric objects. As a case study, we present a formalization of an existing three-dimensional theory of emotion which was developed with a spatial metaphor in mind. Wundt (...)
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  • From Reflex to Reflection: Two Tricks AI Could Learn from Us.Jean-Louis Dessalles - 2019 - Philosophies 4 (2):27.
    Deep learning and other similar machine learning techniques have a huge advantage over other AI methods: they do function when applied to real-world data, ideally from scratch, without human intervention. However, they have several shortcomings that mere quantitative progress is unlikely to overcome. The paper analyses these shortcomings as resulting from the type of compression achieved by these techniques, which is limited to statistical compression. Two directions for qualitative improvement, inspired by comparison with cognitive processes, are proposed here, in the (...)
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  • Williamson’s Epistemicism and Properties Accounts of Predicates.Paul Teller - 2024 - Philosophia 52 (1):161-186.
    If the semantic values of predicates are, as Williamson assumes (_Philsophical Perspectives,_ _13_, 505–517, 1999, 509) properties in the intensional sense, then epistemicism is immediate. Epistemicism fails, so also this properties account of predicates. I deploy examination of Williamson’s account as a foil against properties as semantic values, showing that his two positive arguments for bivalence fail, as do his efforts to rescue epistemicism from obvious problems. In Part II I argue that, despite the properties account’s problems, it has an (...)
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  • Can we derive the principle of compositionality (if we deflate understanding)?Antonio Rauti - 2009 - Dialectica 63 (2):157-174.
    Paul Horwich has claimed that we can derive a certain form of the principle of compositionality from a deflationary account of what it is to understand a complex expression. If this were the case, we would realize a surprising theoretical economy, and if the derivation involved basic ideas from a use theory of meaning, we would have a novel argument for use theories of meaning. Horwich does not offer a detailed derivation. In this paper I reconstruct a possible derivation and (...)
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  • Can We Derive the Principle of Compositionality (if We Deflate Understanding)?Antonio Rauti - 2009 - Dialectica 63 (2):157-174.
    Paul Horwich has claimed that we can derive a certain form of the principle of compositionality from a deflationary account of what it is to understand a complex expression. If this were the case, we would realize a surprising theoretical economy, and if the derivation involved basic ideas from a use theory of meaning, we would have a novel argument for use theories of meaning. Horwich does not offer a detailed derivation. In this paper I reconstruct a possible derivation and (...)
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  • Engineering Social Concepts: Feasibility and Causal Models.Eleonore Neufeld - forthcoming - Philosophy and Phenomenological Research.
    How feasible are conceptual engineering projects of social concepts that aim for the engineered concept to be widely adopted in ordinary everyday life? Predominant frameworks on the psychology of concepts that shape work on stereotyping, bias, and machine learning have grim implications for the prospects of conceptual engineers: conceptual engineering efforts are ineffective in promoting certain social-conceptual changes. Specifically, since conceptual components that give rise to problematic social stereotypes are sensitive to statistical structures of the environment, purely conceptual change won’t (...)
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  • Scalar Implicature is Sensitive to Contextual Alternatives.Zheng Zhang, Leon Bergen, Alexander Paunov, Rachel Ryskin & Edward Gibson - 2023 - Cognitive Science 47 (2):e13238.
    The quantifier “some” often elicits a scalar implicature during comprehension: “Some of today's letters have checks inside” is often interpreted to mean that not all of today's letters have checks inside. In previous work, Goodman and Stuhlmüller (G&S) proposed a model that predicts that this implicature should depend on the speaker's knowledgeability: If the speaker has only examined some of the available letters (e.g., two of three letters), people are less likely to infer that “some” implies “not all” than if (...)
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  • Typicality and Graded Membership in Dimensional Adjectives.Steven Verheyen & Paul Égré - 2018 - Cognitive Science 42 (7):2250-2286.
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  • Embedded Scalars and Typicality.Bob van Tiel - 2014 - Journal of Semantics 31 (2):fft002.
    Next SectionIn recent years, the interpretation of scalar terms in embedded environments has been investigated extensively. Some experimentalists have been concerned with sentences like (1), in which a scalar term is embedded under a universal quantifier. The controversy involves the question whether ‘some’ in these sentences is interpreted as ‘some but not all’, thus leading to the embedded upper-bounded inference that no square is connected to all of the circles. (1) All the squares are connected with some of the circles.Geurts (...)
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  • Undead argument: the truth-functionality objection to fuzzy theories of vagueness.Nicholas J. J. Smith - 2017 - Synthese 194 (10):3761–3787.
    From Fine and Kamp in the 70’s—through Osherson and Smith in the 80’s, Williamson, Kamp and Partee in the 90’s and Keefe in the 00’s—up to Sauerland in the present decade, the objection continues to be run that fuzzy logic based theories of vagueness are incompatible with ordinary usage of compound propositions in the presence of borderline cases. These arguments against fuzzy theories have been rebutted several times but evidently not put to rest. I attempt to do so in this (...)
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  • Truthier Than Thou: Truth, Supertruth and Probability of Truth.Nicholas J. J. Smith - 2015 - Noûs 50 (4):740-58.
    Different formal tools are useful for different purposes. For example, when it comes to modelling degrees of belief, probability theory is a better tool than classical logic; when it comes to modelling the truth of mathematical claims, classical logic is a better tool than probability theory. In this paper I focus on a widely used formal tool and argue that it does not provide a good model of a phenomenon of which many think it does provide a good model: I (...)
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  • Tipper is ready but he is not strong enough: minimal proposition, question under discussion, and what is said.Charlie Siu - 2020 - Philosophical Studies 177 (9):2577-2584.
    A standard objection to Cappelen and Lepore’s Semantic Minimalism is that minimal propositions are explanatorily idle. But Schoubye and Stokke recently proposed that minimal proposition and the question under discussion of a conversation jointly determine what is said in a systematic and explanatory way. This note argues that their account both overgenerates and undergenerates.
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  • Achieving incremental semantic interpretation through contextual representation.Julie C. Sedivy, Michael K. Tanenhaus, Craig G. Chambers & Gregory N. Carlson - 1999 - Cognition 71 (2):109-147.
  • Resolving uncertainty in plural predication.Gregory Scontras & Noah D. Goodman - 2017 - Cognition 168 (C):294-311.
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  • Measurement theory in linguistics.Galit Weidman Sassoon - 2010 - Synthese 174 (1):151-180.
    This paper presents a novel semantic analysis of unit names (like pound and meter) and gradable adjectives (like tall, short and happy), inspired by measurement theory (Krantz et al. In Foundations of measurement: Additive and Polynomial Representations, 1971). Based on measurement theory’s four-way typology of measures, I claim that different adjectives are associated with different types of measures whose special characteristics, together with features of the relations denoted by unit names, explain the puzzling limited distribution of measure phrases, as well (...)
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  • Similarity and categorisation: neuropsychological evidence for a dissociation in explicit categorisation tasks.Debi Roberson, Jules Davidoff & Nick Braisby - 1999 - Cognition 71 (1):1-42.
  • The current status of research on concept combination.Lance J. Rips - 1995 - Mind and Language 10 (1-2):72-104.
    Understanding novel phrases (e.g. upside‐down daisy) and classifying objects in categories named by phrases ought to have common properties, but you'd never know it from current theories. The best candidate for both jobs is the Theory Theory, but it faces difficulties when theories are impoverished. A potential solution is a dual approach that couples theories (representations‐about categories) with fixed mentalese expressions (representations‐of categories). Both representations combine information in parallel when understanding phrases. Although there are objections to the notion that theories (...)
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  • The Metaphysics of gender is (Relatively) substantial.Kevin Richardson - 2022 - Philosophy and Phenomenological Research 107 (1):192-207.
    According to Sider, a question is metaphysically substantive just in case it has a single most natural answer. Recently, Barnes and Mikkola have argued that, given this notion of substantivity, many of the central questions in the metaphysics of gender are nonsubstantive. Specifically, it is plausible that gender pluralism—the view that there are multiple, equally natural gender kinds—is true, but this view seems incompatible with the substantivity of gender. The goal of this paper is to argue that the notion of (...)
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  • A Plea for Semantic Localism.Agustín Rayo - 2011 - Noûs 47 (4):647-679.
    The purpose of this paper is to defend a conception of language that does not rely on linguistic meanings, and use it to address the Sorites and Liar paradoxes.
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  • Uncovering the Structure of Semantic Representations Using a Computational Model of Decision‐Making.Sonia Ramotowska, Shane Steinert-Threlkeld, Leendert van Maanen & Jakub Szymanik - 2023 - Cognitive Science 47 (1):e13234.
    According to logical theories of meaning, a meaning of an expression can be formalized and encoded in truth conditions. Vagueness of the language and individual differences between people are a challenge to incorporate into the meaning representations. In this paper, we propose a new approach to study truth-conditional representations of vague concepts. For a case study, we selected two natural language quantifiers most and more than half. We conducted two online experiments, each with 90 native English speakers. In the first (...)
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  • The Logicality of Language: A new take on triviality, `ungrammaticality', and logical form.Guillermo Del Pinal - 2017 - Noûs 53 (4):785-818.
    Recent work in formal semantics suggests that the language system includes not only a structure building device, as standardly assumed, but also a natural deductive system which can determine when expressions have trivial truth‐conditions (e.g., are logically true/false) and mark them as unacceptable. This hypothesis, called the ‘logicality of language’, accounts for many acceptability patterns, including systematic restrictions on the distribution of quantifiers. To deal with apparent counter‐examples consisting of acceptable tautologies and contradictions, the logicality of language is often paired (...)
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  • Did Frege believe Frege's principle?Francis Jeffry Pelletier - 2001 - Journal of Logic, Language and Information 10 (1):87-114.
    In this essay I will consider two theses that are associated with Frege,and will investigate the extent to which Frege really believed them.Much of what I have to say will come as no surprise to scholars of thehistorical Frege. But Frege is not only a historical figure; he alsooccupies a site on the philosophical landscape that has allowed hisdoctrines to seep into the subconscious water table. And scholars in a widevariety of different scholarly establishments then sip from thesedoctrines. I believe (...)
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  • On typicality and vagueness.Daniel Osherson & Edward E. Smith - 1997 - Cognition 64 (2):189-206.
  • Abstract concepts, compositionality, and the contextualism-invariantism debate.Guido Löhr - 2017 - Philosophical Psychology 30 (6):689-710.
    Invariantists argue that the notion of concept in psychology should be reserved for knowledge that is retrieved in a context-insensitive manner. Contextualists argue that concepts are to be understood in terms of context-sensitive ad hoc constructions. I review the central empirical evidence for and against both views and show that their conclusions are based on a common mischaracterization of both theories. When the difference between contextualism and invariantism is properly understood, it becomes apparent that the way the question of stability (...)
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  • Hierarchical conceptual spaces for concept combination.Martha Lewis & Jonathan Lawry - 2016 - Artificial Intelligence 237 (C):204-227.
  • Papel Dos Adjetivos Modificacionais No Discurso Ficcional.Italo Lins Lemos - 2023 - Veritas – Revista de Filosofia da Pucrs 68 (1):e44617.
    Argumento, seguindo a perspectiva de Amie Thomasson acerca da metafísica da ficção, que os objetos ficcionais são artefatos abstratos. No entanto, o artefactualismo encontra dificuldades em fazer sentido das propriedades que podemos atribuir corretamente a um objeto ficcional: como é possível que um personagem ficcional, como L. B. Jefferies do filme Janela Indiscreta, seja um fotógrafo e um artefato abstrato ao mesmo tempo? Tal personagem pode fazer algo como investigar um crime? A fim de solucionar essa tensão conceitual, introduzo o (...)
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  • Epistemic Gradualism Versus Epistemic Absolutism.Changsheng Lai - 2021 - Pacific Philosophical Quarterly 103 (1):186-207.
    Epistemic absolutism holds that knowledge‐that is ungradable, while epistemic gradualism argues the opposite. This paper purports to remodel the gradualism/absolutism debate. The current model initiated by Stephen Hetherington fails to capture the genuine divergence between the two views, which makes the debate equivocal, and the gradualist side lacks appeal. I propose that the remodeled debate should focus on whether knowledge‐that is a ‘threshold concept’ or a ‘spectrum concept’. That is, whether there is a threshold distinguishing knowledge from non‐knowledge. The reconstructed (...)
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  • Different time courses of integrative semantic processing for plural and singular nouns: implications for theories of sentence processing.Shelia M. Kennison - 2005 - Cognition 97 (3):269-294.
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  • Hybrid Extensional Prototype Compositionality.Jussi Jylkkä - 2011 - Minds and Machines 21 (1):41-56.
    It has been argued that prototypes cannot compose, and that for this reason concepts cannot be prototypes (Osherson and Smith in Cognition 9:35–58, 1981; Fodor and Lepore in Cognition 58:253–270, 1996; Connolly et al. in Cognition 103:1–22, 2007). In this paper I examine the intensional and extensional approaches to prototype compositionality, arguing that neither succeeds in their present formulations. I then propose a hybrid extensional theory of prototype compositionality, according to which the extension of a complex concept is determined as (...)
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  • Left Subsectivity: How to Infer that a Round Peg is Round.Bjørn Jespersen - 2016 - Dialectica 70 (4):531-547.
    A property modifier is a function that takes a property to a property. For instance, the modifier short takes the property being a Dutchman to the property being a short Dutchman. Assume that being a round peg is a property obtained by means of modification, round being the modifier and being a peg the input property. Then how are we to infer that a round peg is a peg? By means of a rule of right subsectivity. How are we to (...)
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  • A New Logic of Technical Malfunction.Bjørn Jespersen & Massimiliano Carrara - 2013 - Studia Logica 101 (3):547-581.
    Aim of the paper is to present a new logic of technical malfunction. The need for this logic is motivated by a simple-sounding philosophical question: Is a malfunctioning corkscrew, which fails to uncork bottles, nonetheless a corkscrew? Or in general terms, is a malfunctioning F, which fails to do what Fs do, nonetheless an F? We argue that ‘malfunctioning’ denotes the modifier Malfunctioning rather than a property, and that the answer depends on whether Malfunctioning is subsective or privative. If subsective, (...)
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  • Type-2 Fuzzy Sets and Newton’s Fuzzy Potential in an Algorithm of Classification Objects of a Conceptual Space.Adrianna Jagiełło, Piotr Lisowski & Roman Urban - 2022 - Journal of Logic, Language and Information 31 (3):389-408.
    This paper deals with Gärdenfors’ theory of conceptual spaces. Let \({\mathcal {S}}\) be a conceptual space consisting of 2-type fuzzy sets equipped with several kinds of metrics. Let a finite set of prototypes \(\tilde{P}_1,\ldots,\tilde{P}_n\in \mathcal {S}\) be given. Our main result is the construction of a classification algorithm. That is, given an element \({\tilde{A}}\in \mathcal {S},\) our algorithm classifies it into the conceptual field determined by one of the given prototypes \(\tilde{P}_i.\) The construction of our algorithm uses some physical analogies (...)
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  • Typicality, Graded Membership, and Vagueness.James A. Hampton - 2007 - Cognitive Science 31 (3):355-384.
    This paper addresses theoretical problems arising from the vagueness of language terms, and intuitions of the vagueness of the concepts to which they refer. It is argued that the central intuitions of prototype theory are sufficient to account for both typicality phenomena and psychological intuitions about degrees of membership in vaguely defined classes. The first section explains the importance of the relation between degrees of membership and typicality (or goodness of example) in conceptual categorization. The second and third section address (...)
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  • A Multiple Definitions Model of Classification Into Fuzzy Categories.Thomas M. Gruenenfelder - 2019 - Frontiers in Psychology 10.
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  • Borel on the Heap.Paul Égré & Anouk Barberousse - 2014 - Erkenntnis 79 (S5):1043-1079.
    In 1907 Borel published a remarkable essay on the paradox of the Heap (“Un paradoxe économique: le sophisme du tas de blé et les vérités statistiques”), in which Borel proposes what is likely the first statistical account of vagueness ever written, and where he discusses the practical implications of the sorites paradox, including in economics. Borel’s paper was integrated in his book Le Hasard, published 1914, but has gone mostly unnoticed since its publication. One of the originalities of Borel’s essay (...)
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  • Substantive learning bias or an effect of familiarity? Comment on.Adele E. Goldberg - 2013 - Cognition 127 (3):420-426.
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  • Similar, and similar concepts.Lila R. Gleitman, Henry Gleitman, Carol Miller & Ruth Ostrin - 1996 - Cognition 58 (3):321-376.
  • On the notion of concept I.Michael Freund - 2008 - Artificial Intelligence 172 (4-5):570-590.
  • On Categorial Membership.Michael Freund - 2014 - Erkenntnis 79 (5):1045-1068.
    We investigate the family of concepts that an agent comes to know through a set of defining features, and examine the role played by these features in the process of categorization. In a qualitative framework, categorial membership is evaluated through an order relation among the objects at hand, which translates the fact that an object may fall more than another under a given concept. For concepts defined by their features, this global membership order depends on the degree with which each (...)
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  • The red Herring and the pet fish: Why concepts still can't be prototypes.Jerry Fodor & Ernest Lepore - 1996 - Cognition 58 (2):253-70.
    1 There is a Standard Objection to the idea that concepts might be prototypes (or exemplars, or stereotypes): Because they are productive, concepts must be compositional. Prototypes aren't compositional, so concepts can't be prototypes (see, e.g., Margolis, 1994).2 However, two recent papers (Osherson and Smith, 1988; Kamp and Partee, 1995) reconsider this consensus. They suggest that, although the Standard Objection is probably right in the long run, the cases where prototypes fail to exhibit compositionality are relatively exotic and involve phenomena (...)
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  • Alternative Solutions to a Language Design Problem: The Role of Adjectives and Gender Marking in Efficient Communication.Melody Dye, Petar Milin, Richard Futrell & Michael Ramscar - 2018 - Topics in Cognitive Science 10 (1):209-224.
    A central goal of typological research is to characterize linguistic features in terms of both their functional role and their fit to social and cognitive systems. One long-standing puzzle concerns why certain languages employ grammatical gender. In an information theoretic analysis of German noun classification, Dye, Milin, Futrell, and Ramscar enumerated a number of important processing advantages gender confers. Yet this raises a further puzzle: If gender systems are so beneficial to processing, what does this mean for languages that make (...)
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  • Vagueness, graded membership, and conceptual spaces.Igor Douven - 2016 - Cognition 151:80-95.
    This paper is concerned with a version of Kamp and Partee's account of graded membership that relies on the conceptual spaces framework. Three studies are reported, one to construct a particular shape space, one to detect which shapes representable in that space are typical for certain sorts of objects, and one to elicit degrees of category membership for the various shapes from which the shape space was constructed. Taking Kamp and Partee's proposal as given, the first two studies allowed us (...)
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  • What are natural concepts? A design perspective.Igor Douven & Peter Gärdenfors - 2019 - Mind and Language (3):313-334.
    Conceptual spaces have become an increasingly popular modeling tool in cognitive psychology. The core idea of the conceptual spaces approach is that concepts can be represented as regions in similarity spaces. While it is generally acknowledged that not every region in such a space represents a natural concept, it is still an open question what distinguishes those regions that represent natural concepts from those that do not. The central claim of this paper is that natural concepts are represented by the (...)
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  • Radim Belohlavek and George J. Klir , Concepts and Fuzzy Logic.Igor Douven - 2014 - Studia Logica 102 (5):1075-1077.
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  • Measuring Graded Membership: The Case of Color.Igor Douven, Sylvia Wenmackers, Yasmina Jraissati & Lieven Decock - 2017 - Cognitive Science 41 (3):686-722.
    This paper considers Kamp and Partee's account of graded membership within a conceptual spaces framework and puts the account to the test in the domain of colors. Three experiments are reported that are meant to determine, on the one hand, the regions in color space where the typical instances of blue and green are located and, on the other hand, the degrees of blueness/greenness of various shades in the blue–green region as judged by human observers. From the locations of the (...)
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  • Conceptual spaces and the strength of similarity-based arguments.Igor Douven, Shira Elqayam, Peter Gärdenfors & Patricia Mirabile - 2022 - Cognition 218 (C):104951.
  • The Logicality of Language: A new take on Triviality, “Ungrammaticality”, and Logical Form.Guillermo Del Pinal - 2017 - Noûs 53 (4):785-818.
    Recent work in formal semantics suggests that the language system includes not only a structure building device, as standardly assumed, but also a natural deductive system which can determine when expressions have trivial truth-conditions (e.g., are logically true/false) and mark them as unacceptable. This hypothesis, called the `logicality of language', accounts for many acceptability patterns, including systematic restrictions on the distribution of quantifiers. To deal with apparent counter-examples consisting of acceptable tautologies and contradictions, the logicality of language is often paired (...)
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  • What Is Graded Membership?Lieven Decock & Igor Douven - 2012 - Noûs 48 (4):653-682.
    It has seemed natural to model phenomena related to vagueness in terms of graded membership. However, so far no satisfactory answer has been given to the question of what graded membership is nor has any attempt been made to describe in detail a procedure for determining degrees of membership. We seek to remedy these lacunae by building on recent work on typicality and graded membership in cognitive science and combining some of the results obtained there with a version of the (...)
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  • Explicating ‘Explication’ via Conceptual Spaces.Matteo De Benedetto - 2022 - Erkenntnis 87 (2):853-889.
    Recent years have witnessed a revival of interest in the method of explication as a procedure for conceptual engineering in philosophy and in science. In the philosophical literature, there has been a lively debate about the different desiderata that a good explicatum has to satisfy. In comparison, the goal of explicating the concept of explication itself has not been central to the philosophical debate. The main aim of this work is to suggest a way of filling this gap by explicating (...)
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