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  1. Nullius in Explanans: an ethical risk assessment for explainable AI.Luca Nannini, Diletta Huyskes, Enrico Panai, Giada Pistilli & Alessio Tartaro - 2025 - Ethics and Information Technology 27 (1):1-28.
    Explanations are conceived to ensure the trustworthiness of AI systems. Yet, relying solemnly on algorithmic solutions, as provided by explainable artificial intelligence (XAI), might fall short to account for sociotechnical risks jeopardizing their factuality and informativeness. To mitigate these risks, we delve into the complex landscape of ethical risks surrounding XAI systems and their generated explanations. By employing a literature review combined with rigorous thematic analysis, we uncover a diverse array of technical risks tied to the robustness, fairness, and evaluation (...)
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  • Making Probabilistic Relational Categories Learnable.Wookyoung Jung & John E. Hummel - 2015 - Cognitive Science 39 (6):1259-1291.
    Theories of relational concept acquisition based on structured intersection discovery predict that relational concepts with a probabilistic structure ought to be extremely difficult to learn. We report four experiments testing this prediction by investigating conditions hypothesized to facilitate the learning of such categories. Experiment 1 showed that changing the task from a category-learning task to choosing the “winning” object in each stimulus greatly facilitated participants' ability to learn probabilistic relational categories. Experiments 2 and 3 further investigated the mechanisms underlying this (...)
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  • The construction of categorization judgments: Using subjective confidence and response latency to test a distributed model.Asher Koriat & Hila Sorka - 2015 - Cognition 134 (C):21-38.
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  • How biological is essentialism.Susan A. Gelman & Lawrence A. Hirschfeld - 1999 - In Douglas L. Medin & Scott Atran (eds.), Folkbiology. MIT Press. pp. 403--446.
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  • Principled and statistical connections in common sense conception.Sandeep Prasada & Elaine M. Dillingham - 2006 - Cognition 99 (1):73-112.
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  • Resources for Research on Analogy: A Multi-disciplinary Guide.Marcello Guarini, Amy Butchart, Paul Simard Smith & Andrei Moldovan - 2009 - Informal Logic 29 (2):84-197.
    Work on analogy has been done from a number of disciplinary perspectives throughout the history of Western thought. This work is a multidisciplinary guide to theorizing about analogy. It contains 1,406 references, primarily to journal articles and monographs, and primarily to English language material. classical through to contemporary sources are included. The work is classified into eight different sections (with a number of subsections). A brief introduction to each section is provided. Keywords and key expressions of importance to research on (...)
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  • The misunderstood limits of folk science: an illusion of explanatory depth.Leonid Rozenblit & Frank Keil - 2002 - Cognitive Science 26 (5):521-562.
    People feel they understand complex phenomena with far greater precision, coherence, and depth than they really do; they are subject to an illusion—an illusion of explanatory depth. The illusion is far stronger for explanatory knowledge than many other kinds of knowledge, such as that for facts, procedures or narratives. The illusion for explanatory knowledge is most robust where the environment supports real‐time explanations with visible mechanisms. We demonstrate the illusion of depth with explanatory knowledge in Studies 1–6. Then we show (...)
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  • A common structure for concepts of individuals, stuffs, and real kinds: More Mama, more milk, and more mouse.Ruth Garrett Millikan - 1997 - Behavioral and Brain Sciences 21 (1):55-65.
    Concepts are highly theoretical entities. One cannot study them empirically without committing oneself to substantial preliminary assumptions. Among the competing theories of concepts and categorization developed by psychologists in the last thirty years, the implicit theoretical assumption that what falls under a concept is determined by description () has never been seriously challenged. I present a nondescriptionist theory of our most basic concepts, which include (1) stuffs (gold, milk), (2) real kinds (cat, chair), and (3) individuals (Mama, Bill Clinton, the (...)
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  • Coherence versus fragmentation in the development of the concept of force.Andrea A. diSessa, Nicole M. Gillespie & Jennifer B. Esterly - 2004 - Cognitive Science 28 (6):843-900.
    This article aims to contribute to the literature on conceptual change by engaging in direct theoretical and empirical comparison of contrasting views. We take up the question of whether naïve physical ideas are coherent or fragmented, building specifically on recent work supporting claims of coherence with respect to the concept of force by Ioannides and Vosniadou [Ioannides, C., & Vosniadou, C. (2002). The changing meanings of force. Cognitive Science Quarterly 2, 5–61]. We first engage in a theoretical inquiry on the (...)
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  • (1 other version)Mental Concepts as Natural Kind Concepts.Diana I. Pérez - 2004 - Canadian Journal of Philosophy 34 (sup1):201-225.
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  • The Essentialist Aspect of Naive Theories.Michael Strevens - 2000 - Cognition 74 (149):175.
    Recent work on children’s inferences concerning biological and chemical categories has suggested that children (and perhaps adults) are essentialists— a view known as psychological essentialism. I distinguish three varieties of psychological essentialism and investigate the ways in which essentialism explains the inferences for which it is supposed to account. Essentialism succeeds in explaining the inferences, I argue, because it attributes to the child belief in causal laws connecting category membership and the possession of certain characteristic appearances and behavior. This suggests (...)
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  • Concepts and Cognitive Science.Stephen Laurence & Eric Margolis - 1999 - In Eric Margolis & Stephen Laurence (eds.), Concepts: Core Readings. MIT Press. pp. 3-81.
    Given the fundamental role that concepts play in theories of cognition, philosophers and cognitive scientists have a common interest in concepts. Nonetheless, there is a great deal of controversy regarding what kinds of things concepts are, how they are structured, and how they are acquired. This chapter offers a detailed high-level overview and critical evaluation of the main theories of concepts and their motivations. Taking into account the various challenges that each theory faces, the chapter also presents a novel approach (...)
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  • Subjective measures of unconscious knowledge of concepts.Eleni Ziori & Zoltán Dienes - 2006 - Mind and Society 5 (1):105-122.
    This paper considers different subjective measures of conscious and unconscious knowledge in a concept formation paradigm. In particular, free verbal reports are compared with two subjective measures, the zero-correlation and the guessing criteria, based on trial-by-trial confidence ratings (a type of on-line verbal report). Despite the fact that free verbal reports are frequently dismissed as being insensitive measures of conscious knowledge, a considerable bulk of research on implicit learning has traditionally relied on this measure of consciousness, because it is widely (...)
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  • Different structures for concepts of individuals, stuffs, and real kinds: One mama, more milk, and many mice.Paul Bloom - 1998 - Behavioral and Brain Sciences 21 (1):66-67.
    Although our concepts of “Mama,” “milk,” and “mice” have much in common, the suggestion that they are identical in structure in the mind of the prelinguistic child is mistaken. Even infants think about objects as different from substances and appreciate the distinction between kinds (e.g., mice) and individuals (e.g., Mama). Such cognitive capacities exist in other animals as well, and have important adaptive consequences.
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  • Paving the Way for an Evolutionary Social Constructivism.Andreas De Block & Bart Du Laing - 2007 - Biological Theory 2 (4):337-348.
    The idea has recently taken root that evolutionary theory and social constructivism are less antagonistic than most theorists thought, and we have even seen attempts at integrating constructivist and evolutionary approaches to human thought and behaviour. We argue in this article that although the projected integration is possible, indeed valuable, the existing attempts have tended to be vague or overly simplistic about the claims of social constructivist. We proceed by examining how to give more precision and substance to the research (...)
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  • (1 other version)On the functional origins of essentialism.H. Clark Barrett - 2001 - [Journal (Paginated)] (in Press) 2 (1):1-30.
    This essay examines the proposal that psychological essentialism results from a history of natural selection acting on human representation and inference systems. It has been argued that the features that distinguish essentialist representational systems are especially well suited for representing natural kinds. If the evolved function of essentialism is to exploit the rich inductive potential of such kinds, then it must be subserved by cognitive mechanisms that carry out at least three distinct functions: identifying these kinds in the environment, constructing (...)
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  • The role of similarity in categorization: providing a groundwork.Robert L. Goldstone - 1994 - Cognition 52 (2):125-157.
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  • Developmental changes in the understanding of generics.Paul Bloom - 2007 - Cognition 105 (1):166-183.
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  • How to acquire a concept.Eric Margolis - 1998 - Mind and Language 13 (3):347-369.
    In this paper, I develop a novel account of concept acquisition for an atomistic theory of concepts. Conceptual atomism is rarely explored in cognitive science because of the feeling that atomistic treatments of concepts are inherently nativistic. My model illustrates, on the contrary, that atomism does not preclude the learning of a concept.
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  • Basic Equality.Paul Sagar - 2024 - Princeton: Princeton University Press.
    Although thinkers of the past might have started from presumptions of fundamental difference and inequality between (say) the genders, or people of different races, this is no longer the case. At least in mainstream political philosophy, we are all now presumed to be, in some fundamental sense, basic equals. Of course, what follows from this putative fact of basic equality remains enormously controversial: liberals, libertarians, conservatives, Marxists, republicans, and so on, continue to disagree vigorously with each other, despite all presupposing (...)
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  • What is a Conspiracy Theory?M. Giulia Https://Orcidorg Napolitano & Kevin Https://Orcidorg Reuter - 2021 - Erkenntnis 88 (5):2035-2062.
    In much of the current academic and public discussion, conspiracy theories are portrayed as a negative phenomenon, linked to misinformation, mistrust in experts and institutions, and political propaganda. Rather surprisingly, however, philosophers working on this topic have been reluctant to incorporate a negatively evaluative aspect when either analyzing or engineering the concept conspiracy theory. In this paper, we present empirical data on the nature of the concept conspiracy theory from five studies designed to test the existence, prevalence and exact form (...)
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  • Authors' Reply: Why a Connectionist Perspective on Emotion is Helpful.Gaurav Suri & James J. Gross - 2022 - Emotion Review 14 (2):116-120.
    Emotion Review, Volume 14, Issue 2, Page 116-120, April 2022. To make progress related to long-standing questions related to the nature of emotion, we offer the Interactive Activation and Competition framework for Emotion. The IAC-E is not another conventional theory of emotion. Rather, it offers a neural-network-based, algorithmic account of how emotion instances and categories arise. Our approach suggests that there need not be a contradiction between instances of the same emotion being sometimes consistent and sometimes variable. Similarly, there need (...)
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  • (1 other version)Possibility, relevant similarity, and structural knowledge.Tom Schoonen - 2022 - Synthese 200 (1):1-22.
    Recently, interest has surged in similarity-based epistemologies of possibility. However, it has been pointed out that the notion of ‘relevant similarity’ is not properly developed in this literature. In this paper, I look at the research done in the field of analogical reasoning, where we find that one of the most promising ways of capturing relevance in similarity reasoning is by relying on the predictive analogy similarity relation. This takes relevant similarity to be based on shared properties that have structural (...)
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  • Psychological Essentialism and the Structure of Concepts.Eleonore Neufeld - 2022 - Philosophy Compass 17 (5):e12823.
    Psychological essentialism is the hypothesis that humans represent some categories as having an underlying essence that unifies members of a category and is causally responsible for their typical attributes and behaviors. Throughout the past several decades, psychological essentialism has emerged as an extremely active area of research in cognitive science. More recently, it has also attracted attention from philosophers, who put the empirical results to use in many different philosophical areas, ranging from philosophy of mind and cognitive science to social (...)
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  • (1 other version)The Psychological Construction of Emotion – A Non-Essentialist Philosophy of Science.Peter Zachar - 2021 - Emotion Review 14 (1):3-14.
    Emotion Review, Volume 14, Issue 1, Page 3-14, January 2022. Advocates for the psychological construction of emotion view themselves as articulating a non-essentialist alternative to basic emotion theory's essentialist notion of affect programs. Psychological constructionists have also argued that holding essentialist assumptions about emotions engenders misconceptions about the psychological constructionist viewpoint. If so, it is important to understand what psychological constructionists mean by “essentialism” and “non-essentialism.” To advance the debate, I take a deeper dive into non-essentialism, comparing the non-essentialist views (...)
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  • (1 other version)Which Concept of Concept for Conceptual Engineering?Manuel Gustavo Https://Orcidorg Isaac - 2021 - Erkenntnis: An International Journal of Scientific Philosophy 88 (5):2145-2169.
    Conceptual engineering is the method for assessing and improving our concepts. However, little has been written about how best to conceive of concepts for the purposes of conceptual engineering. In this paper, I aim to fill this foundational gap, proceeding in three main steps: First, I propose a methodological framework for evaluating the conduciveness of a given concept of concept for conceptual engineering. Then, I develop a typology that contrasts two competing concepts of concept that can be used in conceptual (...)
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  • From Past to Present: The Deep History of Kinship.Dwight Read - 2019 - In Integrating Qualitative and Social Science Factors in Archaeological Modelling. Cham: pp. 137-162.
    The term “deep history” refers to historical accounts framed temporally not by the advent of a written record but by evolutionary events (Smail 2008; Shryock and Smail 2011). The presumption of deep history is that the events of today have a history that traces back beyond written history to events in the evolutionary past. For human kinship, though, even forming a history of kinship, let alone a deep history, remains problematic, given limited, relevant data (Trautman et al. 2011). With regard (...)
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  • The Epistemic Role of Core Cognition.Zoe Jenkin - 2020 - Philosophical Review 129 (2):251-298.
    According to a traditional picture, perception and belief have starkly different epistemic roles. Beliefs have epistemic statuses as justified or unjustified, depending on how they are formed and maintained. In contrast, perceptions are “unjustified justifiers.” Core cognition is a set of mental systems that stand at the border of perception and belief, and has been extensively studied in developmental psychology. Core cognition's borderline states do not fit neatly into the traditional epistemic picture. What is the epistemic role of these states? (...)
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  • (1 other version)Libertà del volere – dalla filosofia teoretica alla filosofia pratica. Un dialogo con Sandro Nannini.Christoph Lumer - 2018 - In Christoph Lumer & Giacomo Romano (eds.), Dalla filosofia dell’azione alla filosofia della mente – Riflessioni in onore di Sandro Nannini. Roma; Messina (Italy): corisco. pp. 53-84.
    The article, first, reconstructs and criticizes Sandro Nannini’s incompatibilistic concept of freedom of decision and, second, develops a compatibilistic alternative, a synthesis of a rationalistic and an autonomous approach. Nannini justifies his conception primarily from a naturalistic point of view: it reflects our sense of agency, so he says. This is criticized as empirically wrong and methodically mistaken: The theory of freedom of decision is, actually, normative; it is about good decisions; naturalism cannot establish normative claims. The alternative is based, (...)
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  • Dalla filosofia dell’azione alla filosofia della mente – Riflessioni in onore di Sandro Nannini.Christoph Lumer & Giacomo Romano (eds.) - 2018 - Roma; Messina (Italy): corisco.
    “Dalla filosofia dell’azione alla filosofia della mente” è stato il percorso di alcuni filosofi di nazionalità varia degli anni 1980 – come Paul Churchland negli Stati Uniti o Ansgar Beckermann in Germania – che prima si sono interessati agli aspetti più teorici nella filosofia dell’azione, come il modo di funzionamento delle azioni e la loro spiegazione scientifica, e che poi, con l’arrivo e la diffusione dei personal computers e delle scienze cognitive, hanno ampliato e approfondito questo interesse di ricerca e (...)
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  • An Essentialist Theory of the Meaning of Slurs.Eleonore Neufeld - 2019 - Philosophers' Imprint 19.
    In this paper, I develop an essentialist model of the semantics of slurs. I defend the view that slurs are a species of kind terms: Slur concepts encode mini-theories which represent an essence-like element that is causally connected to a set of negatively-valenced stereotypical features of a social group. The truth-conditional contribution of slur nouns can then be captured by the following schema: For a given slur S of a social group G and a person P, S is true of (...)
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  • The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking.Eshin Jolly & Luke J. Chang - 2019 - Topics in Cognitive Science 11 (2):433-454.
    In rebellion against low‐dimensional (e.g., two‐factor) theories in psychology, the authors make the case for high‐dimensional theories. This change in perspective requires a shift towards a focus on computation and quantitative reasoning.
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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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  • On the Triplet Frame for Concept Analysis.Vladimir Kuznersov - 1999 - Theoria 14 (1):39-62.
    The paper has two objectives: to introduce the fundamentals of a triplet model of a concept, and to show that the main concept models may be structurally treated as its partial cases. The triplet model considers a concept as a mental representation and characterizes it from three interrelated perspectives. The first deals with objects (and their attributes of various orders) subsumed under a concept. The second focuses on representing structures that depict objects and their attributes in some intelligent system. The (...)
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  • Unitary Transformations in the Quantum Model for Conceptual Conjunctions and Its Application to Data Representation.Tomas Veloz & Sylvie Desjardins - 2015 - Frontiers in Psychology 6.
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  • Clean people, unclean people: the essentialisation of 'slaves' among the southern Betsileo of Madagascar.Denis Regnier - 2015 - Social Anthropology 23 (2):152-168.
    In this article I argue that among the southern Betsileo slave descendants are essentialised by free descendants. After explaining how this striking case of psychological essentialism manifests in the local context, I provide experimental evidence for it and discuss the results of three cognitive tasks that I ran in the field. I then suggest that slaves were not essentialised in the pre-colonial era and contend that the essentialist construal only became entrenched in the aftermath of the 1896 abolition of slavery, (...)
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  • (1 other version)How biologists conceptualize genes: an empirical study.Karola Stotz, Paul E. Griffiths & Rob Knight - 2004 - Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 35 (4):647-673.
    Philosophers and historians of biology have argued that genes are conceptualized differently in different fields of biology and that these differences influence both the conduct of research and the interpretation of research by audiences outside the field in which the research was conducted. In this paper we report the results of a questionnaire study of how genes are conceptualized by biological scientists at the University of Sydney, Australia. The results provide tentative support for some hypotheses about conceptual differences between different (...)
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  • Reuniting perception and conception.Robert Goldstone & Lawrence Barsalou - 1998 - Cognition 65 (2-3):231-262.
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  • On the nature and scope of featural representations of word meaning.Ken McRae, Virginia R. de Sa & Mark S. Seidenberg - 1997 - Journal of Experimental Psychology 126 (2):99-130.
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  • The conceptual politics of race: Lessons from our children.Lawrence Hirschfeld - 1997 - Ethos: Journal of the Society for Psychological Anthropology 25 (1):63-92.
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  • Atoms, Categorization and Conceptual Change.Paul Thagard & Ethan Toombs - unknown
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  • Précis of how children learn the meanings of words.Paul Bloom - 2001 - Behavioral and Brain Sciences 24 (6):1095-1103.
    Normal children learn tens of thousands of words, and do so quickly and efficiently, often in highly impoverished environments. In How Children Learn the Meanings of Words, I argue that word learning is the product of certain cognitive and linguistic abilities that include the ability to acquire concepts, an appreciation of syntactic cues to meaning, and a rich understanding of the mental states of other people. These capacities are powerful, early emerging, and to some extent uniquely human, but they are (...)
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  • (1 other version)What is innateness?Paul E. Griffiths - 2001 - The Monist 85 (1):70-85.
    In behavioral ecology some authors regard the innateness concept as irretrievably confused whilst others take it to refer to adaptations. In cognitive psychology, however, whether traits are 'innate' is regarded as a significant question and is often the subject of heated debate. Several philosophers have tried to define innateness with the intention of making sense of its use in cognitive psychology. In contrast, I argue that the concept is irretrievably confused. The vernacular innateness concept represents a key aspect of 'folkbiology', (...)
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  • The significance of the theory analogy in the psychological study of concepts.Eric Margolis - 1995 - Mind and Language 10 (1-2):45-71.
    Many psychologists think that concepts should be understood on analogy with the terms of scientific theories, yet the significance of this claim has always been obscure. In this paper, I clarify the psychological content of the theory analogy, focusing on influential pieces by Susan Carey. Once plainly put, the analogy amounts to the view that a mental representation has its semantic properties by virtue of its role in a restricted knowledge structure. One of the commendable things about Carey's work is (...)
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  • From impossible words to conceptual structure: The role of structure and processes in the lexicon.Kent Johnson - 2004 - Mind and Language 19 (3):334-358.
    The structure of words is often thought to provide important evidence regarding the structure of concepts. At the same time, most contemporary linguists posit a great deal of structure in words. Such a trend makes some atomists about concepts uncomfortable. The details of linguistic methodology undermine several strategies for avoiding positing structure in words. I conclude by arguing that there is insufficient evidence to hold that word-structure bears any interesting relation to the structure of concepts.
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  • ‘Something that’s very American’: The interactional role of Light-Head Relative Clauses.Sandra A. Thompson & Barend Beekhuizen - 2022 - Discourse Studies 24 (2):149-167.
    In this paper, we examine a specific type of Relative Clause. We look at the construction consisting of a ‘light noun’, that is, a noun with highly non-specific lexical content which does not do referential work, plus a relative clause. It has generally been assumed that the functional contribution of RCs is to narrow the set of referents of the head noun to only those for which the predicate of the RC holds true. However, the ‘Light Head RC construction’ has (...)
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  • The weirdness of belief in free will.Renatas Berniūnas, Audrius Beinorius, Vilius Dranseika, Vytis Silius & Paulius Rimkevičius - 2021 - Consciousness and Cognition 87:103054.
    It has been argued that belief in free will is socially consequential and psychologically universal. In this paper we look at the folk concept of free will and its critical assessment in the context of recent psychological research. Is there a widespread consensus about the conceptual content of free will? We compared English “free will” with its lexical equivalents in Lithuanian, Hindi, Chinese and Mongolian languages and found that unlike Lithuanian, Chinese, Hindi and Mongolian lexical expressions of “free will” do (...)
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  • Development of Conceptual Flexibility in Intuitive Biology: Effects of Environment and Experience.Nicole Betz & John D. Coley - 2020 - Frontiers in Psychology 11:537672.
    Living things can be classified by taxonomic similarity (lions and lynx), or shared ecological habitat (ducks and turtles). The present studies used card-sorting and triad tasks to explore developmental and experiential changes in conceptual flexibility–the ability to switch between taxonomic and ecological construals of living things–as well as two processes underlying conceptual flexibility: salience (i.e., the ease with which relations come to mind outside of contextual influences) and availability (i.e., the presence of relations in one’s mental space) of taxonomic and (...)
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  • Essentialism and Folkbiology: Evidence from Brazil.Paulo Sousa, Scott Atran & Douglas Medin - 2002 - Journal of Cognition and Culture 2 (3):195-223.
    Experimental results in reference to Brazilian children and adults are presented in the context of current discussions about essentialism and folkbiology. Using an adoption paradigm, we replicate the basic findings of a previous article in this journal concerning the early emergence in children of a birth-parent bias. This cognitive bias supports the claim that causal essentialism cross-culturally constrains the reasoning about the origin, development and maintenance of the characteristics and identity of living kinds. We also report some intriguing differences with (...)
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  • Neurophilosophy of Number.Hourya Benis Sinaceur - 2017 - International Studies in the Philosophy of Science 31 (1):1-25.
    Neurosciences and cognitive sciences provide us with myriad empirical findings that shed light on hypothesised primitive numerical processes in the brain and in the mind. Yet, the hypotheses on which the experiments are based, and hence the results, depend strongly on sophisticated abstract models used to describe and explain neural data or cognitive representations that supposedly are the empirical roots of primary arithmetical activity. I will question the foundational role of such models. I will even cast doubt upon the search (...)
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