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  1. Resource Rationality.Thomas F. Icard - manuscript
    Theories of rational decision making often abstract away from computational and other resource limitations faced by real agents. An alternative approach known as resource rationality puts such matters front and center, grounding choice and decision in the rational use of finite resources. Anticipated by earlier work in economics and in computer science, this approach has recently seen rapid development and application in the cognitive sciences. Here, the theory of rationality plays a dual role, both as a framework for normative assessment (...)
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  • Individual Chunking Ability Predicts Efficient or Shallow L2 Processing: Eye-Tracking Evidence From Multiword Units in Relative Clauses.Manuel F. Pulido - 2021 - Frontiers in Psychology 11.
    Behavioral studies on language processing rely on the eye-mind assumption, which states that the time spent looking at text is an index of the time spent processing it. In most cases, relatively shorter reading times are interpreted as evidence of greater processing efficiency. However, previous evidence from L2 research indicates that non-native participants who present fast reading times are not always more efficient readers, but rather shallow parsers. Because earlier studies did not identify a reliable predictor of variability in L2 (...)
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  • Word predictability blurs the lines between production and comprehension: Evidence from the production effect in memory.Joost Rommers, Gary S. Dell & Aaron S. Benjamin - 2020 - Cognition 198 (C):104206.
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  • Implicit Statistical Learning: A Tale of Two Literatures.Morten H. Christiansen - 2019 - Topics in Cognitive Science 11 (3):468-481.
    In this review article, Christiansen provides a historical perspective on the two research traditions, implicit learning and statistical learning, thus nicely setting the scene for this special issue of Topics in Cognitive Science. In this “tale of two literatures”, he first traces the history of both literatures before sketching a framework that provides a basis for understanding implicit learning and statistical learning as a unified phenomenon.
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  • The evolution of linguistic rules.Matthew Spike - 2017 - Biology and Philosophy 32 (6):887-904.
    Rule-like behaviour is found throughout human language, provoking a number of apparently conflicting explanations. This paper frames the topic in terms of Tinbergen’s four questions and works within the context of rule-like behaviour seen both in nature and the non-linguistic domain in humans. I argue for a minimal account of linguistic rules which relies on powerful domain-general cognition, has a communicative function allowing for multiple engineering solutions, and evolves mainly culturally, while leaving the door open for some genetic adaptation in (...)
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  • Language at Three Timescales: The Role of Real‐Time Processes in Language Development and Evolution.Bob McMurray - 2016 - Topics in Cognitive Science 8 (2):393-407.
    Evolutionary developmental systems theory stresses that selection pressures operate on entire developmental systems rather than just genes. This study extends this approach to language evolution, arguing that selection pressure may operate on two quasi-independent timescales. First, children clearly must acquire language successfully and evolution must equip them with the tools to do so. Second, while this is developing, they must also communicate with others in the moment using partially developed knowledge. These pressures may require different solutions, and their combination may (...)
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  • Language Usage and Second Language Morphosyntax: Effects of Availability, Reliability, and Formulaicity.Rundi Guo & Nick C. Ellis - 2021 - Frontiers in Psychology 12:582259.
    A large body of psycholinguistic research demonstrates that both language processing and language acquisition are sensitive to the distributions of linguistic constructions in usage. Here we investigate how statistical distributions at different linguistic levels – morphological and lexical (Experiments 1 and 2), and phrasal (Experiment 2) – contribute to the ease with which morphosyntax is processed and produced by second language learners. We analyze Chinese ESL learners’ knowledge of four English inflectional morphemes:-ed,-ing, and third-person-son verbs, and plural-son nouns. In Elicited (...)
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  • Statistically Induced Chunking Recall: A Memory‐Based Approach to Statistical Learning.Erin S. Isbilen, Stewart M. McCauley, Evan Kidd & Morten H. Christiansen - 2020 - Cognitive Science 44 (7):e12848.
    The computations involved in statistical learning have long been debated. Here, we build on work suggesting that a basic memory process, chunking, may account for the processing of statistical regularities into larger units. Drawing on methods from the memory literature, we developed a novel paradigm to test statistical learning by leveraging a robust phenomenon observed in serial recall tasks: that short‐term memory is fundamentally shaped by long‐term distributional learning. In the statistically induced chunking recall (SICR) task, participants are exposed to (...)
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  • How Does the Mind Render Streaming Experience as Events?Dare A. Baldwin & Jessica E. Kosie - 2021 - Topics in Cognitive Science 13 (1):79-105.
    Events—the experiences we think we are having and recall having had—are constructed; they are not what actually occurs. What occurs is ongoing dynamic, multidimensional, sensory flow, which is somehow transformed via psychological processes into structured, describable, memorable units of experience. But what is the nature of the redescription processes that fluently render dynamic sensory streams as event representations? How do such processes cope with the ubiquitous novelty and variability that characterize sensory experience? How are event‐rendering skills acquired and how do (...)
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  • A World Unto Itself: Human Communication as Active Inference.Jared Vasil, Paul B. Badcock, Axel Constant, Karl Friston & Maxwell J. D. Ramstead - 2020 - Frontiers in Psychology 11:480375.
    Recent theoretical work in developmental psychology suggests that humans are predisposed to align their mental states with those of other individuals. One way this manifests is in cooperative communication ; that is, intentional communication aimed at aligning individuals’ mental states with respect to events in their shared environment. This idea has received strong empirical support. The purpose of this paper is to extend this account by proposing an integrative model of the biobehavioral dynamics of cooperative communication. Our formulation is based (...)
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  • Chunk‐Based Memory Constraints on the Cultural Evolution of Language.Erin S. Isbilen & Morten H. Christiansen - 2018 - Topics in Cognitive Science 12 (2):713-726.
    How linguistic structures evolve so as to become easier to process is addressed by Isbilen and Christiansen for the Now‐or‐Never bottleneck. The authors suggest that this fundamental challenge in language processing is coped with by rapid compression of the transient linguistic input into chunks then to be passed on. As linguistic structures that can be chunked more easily tend to stabilize and proliferate, language evolves to fit learners’ cognitive capabilities.
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  • Compression in Working Memory and Its Relationship With Fluid Intelligence.Mustapha Chekaf, Nicolas Gauvrit, Alessandro Guida & Fabien Mathy - 2018 - Cognitive Science 42 (S3):904-922.
    Working memory has been shown to be strongly related to fluid intelligence; however, our goal is to shed further light on the process of information compression in working memory as a determining factor of fluid intelligence. Our main hypothesis was that compression in working memory is an excellent indicator for studying the relationship between working-memory capacity and fluid intelligence because both depend on the optimization of storage capacity. Compressibility of memoranda was estimated using an algorithmic complexity metric. The results showed (...)
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  • (1 other version)More Than Words: The Role of Multiword Sequences in Language Learning and Use.Morten H. Christiansen & Inbal Arnon - 2017 - Topics in Cognitive Science 9 (3):542-551.
    The ability to convey our thoughts using an infinite number of linguistic expressions is one of the hallmarks of human language. Understanding the nature of the psychological mechanisms and representations that give rise to this unique productivity is a fundamental goal for the cognitive sciences. A long-standing hypothesis is that single words and rules form the basic building blocks of linguistic productivity, with multiword sequences being treated as units only in peripheral cases such as idioms. The new millennium, however, has (...)
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  • Acceptability of Dative Argument Structure in Spanish: Assessing Semantic and Usage‐Based Factors.Florencia Reali - 2017 - Cognitive Science:2170-2190.
    Multiple constraints, including semantic, lexical, and usage-based factors, have been shown to influence dative alternation across different languages. This work explores whether fine-grained statistics and semantic properties of the verb affect the acceptability of dative constructions in Spanish. First, a corpus analysis reveals that verbs of different semantic classes occur naturally in alternative dative constructions, a pattern quite different from English. The fact that dative alternation appears independent of semantic classes challenges traditional semantic-based approaches. Second, acceptability rating tasks reveal that (...)
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  • Can chunking reduce syntactic complexity of natural languages?Qian Lu, Chunshan Xu & Haitao Liu - 2016 - Complexity 21 (S2):33-41.
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  • The language faculty that wasn't: a usage-based account of natural language recursion.Morten H. Christiansen & Nick Chater - 2015 - Frontiers in Psychology 6:150920.
    In the generative tradition, the language faculty has been shrinking—perhaps to include only the mechanism of recursion. This paper argues that even this view of the language faculty is too expansive. We first argue that a language faculty is difficult to reconcile with evolutionary considerations. We then focus on recursion as a detailed case study, arguing that our ability to process recursive structure does not rely on recursion as a property of the grammar, but instead emerges gradually by piggybacking on (...)
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  • Chunking and data compression in verbal short-term memory.Dennis Norris & Kristjan Kalm - 2021 - Cognition 208 (C):104534.
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  • Long-Lasting Verbatim Memory for the Words of Books After a Single Reading Without Any Learning Intention.Christof Kuhbandner - 2020 - Frontiers in Psychology 11.
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  • Predictability and Variation in Language Are Differentially Affected by Learning and Production.Aislinn Keogh, Simon Kirby & Jennifer Culbertson - 2024 - Cognitive Science 48 (4):e13435.
    General principles of human cognition can help to explain why languages are more likely to have certain characteristics than others: structures that are difficult to process or produce will tend to be lost over time. One aspect of cognition that is implicated in language use is working memory—the component of short‐term memory used for temporary storage and manipulation of information. In this study, we consider the relationship between working memory and regularization of linguistic variation. Regularization is a well‐documented process whereby (...)
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  • Who “it” is influences what “it” does: Discourse effects on children's syntactic parsing.Yi Ting Huang & Zoe Ovans - 2022 - Cognitive Science 46 (1):e13076.
    Cognitive Science, Volume 46, Issue 1, January 2022.
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  • The role of iconicity and simultaneity for efficient communication: The case of Italian Sign Language (LIS).Anita Slonimska, Asli Özyürek & Olga Capirci - 2020 - Cognition 200 (C):104246.
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  • Lossy‐Context Surprisal: An Information‐Theoretic Model of Memory Effects in Sentence Processing.Richard Futrell, Edward Gibson & Roger P. Levy - 2020 - Cognitive Science 44 (3):e12814.
    A key component of research on human sentence processing is to characterize the processing difficulty associated with the comprehension of words in context. Models that explain and predict this difficulty can be broadly divided into two kinds, expectation‐based and memory‐based. In this work, we present a new model of incremental sentence processing difficulty that unifies and extends key features of both kinds of models. Our model, lossy‐context surprisal, holds that the processing difficulty at a word in context is proportional to (...)
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  • The emergence of systematicity: How environmental and communicative factors shape a novel communication system.Jonas Nölle, Marlene Staib, Riccardo Fusaroli & Kristian Tylén - 2018 - Cognition 181 (C):93-104.
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  • Using Neural Networks to Generate Inferential Roles for Natural Language.Peter Blouw & Chris Eliasmith - 2018 - Frontiers in Psychology 8:295741.
    Neural networks have long been used to study linguistic phenomena spanning the domains of phonology, morphology, syntax, and semantics. Of these domains, semantics is somewhat unique in that there is little clarity concerning what a model needs to be able to do in order to provide an account of how the meanings of complex linguistic expressions, such as sentences, are understood. We argue that one thing such models need to be able to do is generate predictions about which further sentences (...)
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  • Cumulative Cultural Evolution and the Origins of Language.Kim Sterelny - 2016 - Biological Theory 11 (3):173-186.
    In this article, I present a substantive proposal about the timing and nature of the final stage of the evolution of full human language, the transition from so-called “protolanguage” to language, and on the origins of a simple protolanguage with structure and displaced reference; a proposal that depends on the idea that the initial expansion of communicative powers in our lineage involved a much expanded role for gesture and mime. But though it defends a substantive proposal, the article also defends (...)
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  • From code to speaker meaning.Kim Sterelny - 2017 - Biology and Philosophy 32 (6):819-838.
    This paper has two aims. One is to defend an incrementalist view of the evolution of language, not from those who think that syntax could not evolve incrementally, but from those who defend a fundamental distinction between Gricean communication or ostensive inferential communication and code-based communication. The paper argues against this dichotomy, and sketches ways in which a code-based system could evolve into Gricean communication. The second is to assess the merits of the Sender–Receiver Framework, originally formulated by David Lewis, (...)
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  • The Multiple Perspectives Theory of Mental States in Communication.Daphna Heller & Sarah Brown-Schmidt - 2023 - Cognitive Science 47 (7):e13322.
    Inspired by early proposals in philosophy, dominant accounts of language posit a central role for mutual knowledge, either encoded directly in common ground, or approximated through other cognitive mechanisms. Using existing empirical evidence from language and memory, we challenge this tradition, arguing that mutual knowledge captures only a subset of the mental states needed to support communication. In a novel theoretical proposal, we argue for a cognitive architecture that includes separate, distinct representations of the self and other, and a cognitive (...)
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  • Codeswitching: A Bilingual Toolkit for Opportunistic Speech Planning.Anne L. Beatty-Martínez, Christian A. Navarro-Torres & Paola E. Dussias - 2020 - Frontiers in Psychology 11.
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  • Does short-term memory develop?Gary Jones, Lucy V. Justice, Francesco Cabiddu, Bethany J. Lee, Lai-Sang Iao, Natalie Harrison & Bill Macken - 2020 - Cognition 198 (C):104200.
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  • Input Complexity Affects Long-Term Retention of Statistically Learned Regularities in an Artificial Language Learning Task.Ethan Jost, Katherine Brill-Schuetz, Kara Morgan-Short & Morten H. Christiansen - 2019 - Frontiers in Human Neuroscience 13:478698.
    Statistical learning (SL) involving sensitivity to distributional regularities in the environment has been suggested to be an important factor in many aspects of cognition, including language. However, the degree to which statistically-learned information is retained over time is not well understood. To establish whether or not learners are able to preserve such regularities over time, we examined performance on an artificial second language learning task both immediately after training and also at a follow-up session 2 weeks later. Participants were exposed (...)
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  • On Empirical Methodology, Constraints, and Hierarchy in Artificial Grammar Learning.Willem J. M. Levelt - 2020 - Topics in Cognitive Science 12 (3):942-956.
    Levelt, reviewing the AGL field from a psycholinguistic perspective, identifies various gaps and makes a number of concrete suggestions for improving several currently used experimental designs. He raises the question whether artificial (and natural) grammar learning is about detecting ‘rules’, as is commonly assumed, or rather the detection of a set of ‘constraints’. He cautions the community to not ignore ‘semantics’, and recommends to consider less artificial tasks, that may be needed for learning more complex rules by human or nonhuman (...)
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  • Under What Conditions Can Recursion Be Learned? Effects of Starting Small in Artificial Grammar Learning of Center‐Embedded Structure.Fenna H. Poletiek, Christopher M. Conway, Michelle R. Ellefson, Jun Lai, Bruno R. Bocanegra & Morten H. Christiansen - 2018 - Cognitive Science 42 (8):2855-2889.
    It has been suggested that external and/or internal limitations paradoxically may lead to superior learning, that is, the concepts of starting small and less is more (Elman, ; Newport, ). In this paper, we explore the type of incremental ordering during training that might help learning, and what mechanism explains this facilitation. We report four artificial grammar learning experiments with human participants. In Experiments 1a and 1b we found a beneficial effect of starting small using two types of simple recursive (...)
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  • Compositional structure can emerge without generational transmission.Limor Raviv, Antje Meyer & Shiri Lev-Ari - 2019 - Cognition 182 (C):151-164.
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  • Syllable Inference as a Mechanism for Spoken Language Understanding.Meredith Brown, Michael K. Tanenhaus & Laura Dilley - 2021 - Topics in Cognitive Science 13 (2):351-398.
    A classic problem in cognitive science concerns how listeners perceive and understand speech as comprised of discrete words. We propose a Syllable Inference account of spoken word recognition and segmentation, under which alternative hierarchical models of syllables, words, and phonemes are dynamically posited from cues that include current and past speech rate, with a goal of maximal prediction of sensory input. Three experiments using the Visual World eye‐tracking paradigm provide evidence supporting our proposal.
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  • (1 other version)Now, never, or coming soon? Prediction and efficient language processing.Sofiia Rappe - 2019 - Pragmatics and Cognition 26 (2-3):357-385.
    The general principles of perceptuo-motor processing and memory give rise to theNow-or-Never bottleneckconstraint imposed on the organization of the language processing system. In particular, the Now-or-Never bottleneck demands an appropriate structure of linguistic input and rapid incorporation of both linguistic and multisensory contextual information in a progressive, integrative manner. I argue that the emerging predictive processing framework is well suited for the task of providing a comprehensive account of language processing under the Now-or-Never constraint. Moreover, this framework presents a stronger (...)
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  • Context and Complexity in Incremental Sentence Interpretation: An ERP Study on Temporal Quantification.Petra Augurzky, Vera Hohaus & Rolf Ulrich - 2020 - Cognitive Science 44 (11):e12913.
    The present event‐related potential (ERP) study used picture–sentence verification to investigate the neurolinguistic correlates of the online processing of compositional‐semantic information. To this end, we examined context effects on sentences involving temporal adverbial quantification likeJana war jeden Morgen schwimmen an den Arbeitstagen (“Jana went for a swim every morning during the working week”). We tested whether the conceptual complexity associated with quantifying over time intervals leads to delayed predictions regarding the upcoming words in a sentence. The present study replicated previous (...)
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  • The evolution of cultural gadgets.Daniel Dor, Simona Ginsburg & Eva Jablonka - 2019 - Mind and Language 34 (4):518-529.
    Heyes argues that human metacognitive strategies (“cognitive gadgets” or “mills”) are the products of cultural evolution based on domain‐general cognition with few simple biases. Although like Heyes, we believe that the evolution of domain‐general cognitive processes played a crucial role in the evolution of human cognition, we argue that Heyes' distinction between mills and grist is too sharp, that associative learning evolved gradually to become more complex and hierarchical, something that is not captured by the system 1/system 2 distinction, and (...)
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  • Talking about Talking : an Ecological-Enactive Perspective on Language.J. C. Van den Herik - 2019 - Erasmus University Rotterdam.
    This thesis proposes a perspective on language and its development by starting from two approaches. The first is the ecological-enactive approach to cognition. In opposition to the widespread idea that cognition is information-processing in the brain, the ecological-enactive approach explains human cognition in relational terms, as skilful interactions with a sociomaterial environment shaped by practices. The second is the metalinguistic approach to language, which holds that reflexive or metalinguistic language use – talking about talking – is crucial for understanding language (...)
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  • Social manipulation, turn-taking and cooperation in apes.Federico Rossano - 2018 - Interaction Studies 19 (1-2):151-166.
    This paper outlines how the focus on how communicative signals might emerge and how the capacity to interpret them might develop, does not yet explain what type of motivation is required to actually deal with those signals. Without the consistent production of appropriate responses to the production of communicative signals, there would be no point in producing any signal. If language is a tool to accomplish things with others, we need to understand what would lead to cooperation. The first step (...)
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  • Modeling the Influence of Language Input Statistics on Children's Speech Production.Ingeborg Roete, Stefan L. Frank, Paula Fikkert & Marisa Casillas - 2020 - Cognitive Science 44 (12):e12924.
    We trained a computational model (the Chunk-Based Learner; CBL) on a longitudinal corpus of child–caregiver interactions in English to test whether one proposed statistical learning mechanism—backward transitional probability—is able to predict children's speech productions with stable accuracy throughout the first few years of development. We predicted that the model less accurately reconstructs children's speech productions as they grow older because children gradually begin to generate speech using abstracted forms rather than specific “chunks” from their speech environment. To test this idea, (...)
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  • Editors’ Review and Introduction: The Cultural Evolution of Cognition.Sieghard Beller, Andrea Bender & Fiona Jordan - 2020 - Topics in Cognitive Science 12 (2):644-653.
    Beller, Bender, & Jordan [Intro]. Which factors have triggered, constrained, or shaped the course of cognitive evolution is a question of key interest to cognitive science. The topic introduced here highlights the relevance of culture as a driving force in this process. It provides an overview of current empirical and theoretical work leading this field, and it investigates the potential for integrating multiple perspectives across several timescales and levels of analysis.
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  • The Role of Multiword Building Blocks in Explaining L1–L2 Differences.Inbal Arnon & Morten H. Christiansen - 2017 - Topics in Cognitive Science 9 (3):621-636.
    Why are children better language learners than adults despite being worse at a range of other cognitive tasks? Here, we explore the role of multiword sequences in explaining L1–L2 differences in learning. In particular, we propose that children and adults differ in their reliance on such multiword units in learning, and that this difference affects learning strategies and outcomes, and leads to difficulty in learning certain grammatical relations. In the first part, we review recent findings that suggest that MWUs play (...)
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  • Amount of Learning and Signal Stability Modulate Emergence of Structure and Iconicity in Novel Signaling Systems.Vera Kempe, Nicolas Gauvrit, Nikolay Panayotov, Sheila Cunningham & Monica Tamariz - 2021 - Cognitive Science 45 (11):e13057.
    Cognitive Science, Volume 45, Issue 11, November 2021.
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  • Rules as Resources: An Ecological-Enactive Perspective on Linguistic Normativity.Jasper C. van den Herik - 2021 - Phenomenology and the Cognitive Sciences 20 (1):93-116.
    In this paper, I develop an ecological-enactive perspective on the role rules play in linguistic behaviour. I formulate and motivate the hypothesis that metalinguistic reflexivity – our ability to talk about talking – is constitutive of linguistic normativity. On first sight, this hypothesis might seem to fall prey to a regress objection. By discussing the work of Searle, I show that this regress objection originates in the idea that learning language involves learning to follow rules from the very start. I (...)
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  • Running Repairs: Coordinating Meaning in Dialogue.Patrick G. T. Healey, Gregory J. Mills, Arash Eshghi & Christine Howes - 2018 - Topics in Cognitive Science 10 (2):367-388.
    Healey et al. use experiments with chat dialogues to test the hypothesis that language co‐ordination is driven by ‘running repairs’. They replace signals of understanding such as “okay” with weaker, ‘spoof’ signals like “ummm”, and replace specific requests for clarification like “on the left?” with signals that suggest a higher degree of misunderstanding like “what?”. The latter manipulation causes participants to switch rapidly to more abstract forms of referring expression.
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  • The channel capacity of multilevel linguistic features constrains speech comprehension.Jérémy Giroud, Jacques Pesnot Lerousseau, François Pellegrino & Benjamin Morillon - 2023 - Cognition 232 (C):105345.
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  • How Did Language Evolve? Some Reflections on the Language Parasite Debate.Tzu-wei Hung - 2019 - Biological Theory 14 (4):214-223.
    The language parasite approach refers to the view that language, like a parasite, is an adaptive system that evolves to fit its human hosts. Supported by recent computer simulations, LPA proponents claim that the reason that humans can use languages with ease is not because we have evolved with genetically specified linguistic instincts but because languages have adapted to the preexisting brain structures of humans. This article examines the LPA. It argues that, while the LPA has advantages over its rival, (...)
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  • When Native Speakers Are Not “Native‐Like:” Chunking Ability Predicts (Lack of) Sensitivity to Gender Agreement During Online Processing.Manuel F. Pulido & Priscila López-Beltrán - 2023 - Cognitive Science 47 (10):e13366.
    Previous work on individual differences has revealed limitations in the ability of existing measures (e.g., working memory) to predict language processing. Recent evidence suggests that an individual's sensitivity to detect the statistical regularities present in language (i.e., “chunk sensitivity”) may significantly modulate online sentence processing. We investigated whether individual chunk sensitivity predicted the online processing of gender cues, a core linguistic feature of Spanish. In a self‐paced reading task, we examined native speakers’ processing of relative clauses in which gender cues (...)
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  • Coarticulation facilitates lexical processing for toddlers with autism.Ron Pomper, Susan Ellis Weismer, Jenny Saffran & Jan Edwards - 2021 - Cognition 214 (C):104799.
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  • Evaluating the Relative Importance of Wordhood Cues Using Statistical Learning.Elizabeth Pankratz, Simon Kirby & Jennifer Culbertson - 2024 - Cognitive Science 48 (3):e13429.
    Identifying wordlike units in language is typically done by applying a battery of criteria, though how to weight these criteria with respect to one another is currently unknown. We address this question by investigating whether certain criteria are also used as cues for learning an artificial language—if they are, then perhaps they can be relied on more as trustworthy top‐down diagnostics. The two criteria for grammatical wordhood that we consider are a unit's free mobility and its internal immutability. These criteria (...)
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