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Subjective confidence influences word learning in a cross-situational statistical learning task
In: ISSN: 0749-596X ; EISSN: 1096-0821 ; Journal of Memory and Language ; https://hal.archives-ouvertes.fr/hal-03468212 ; Journal of Memory and Language, Elsevier, 2021, 121, pp.104277 (2021)
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Conceptual similarity and communicative need shape colexification: an experimental study ...
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3
From partners to populations: A hierarchical Bayesian account of coordination and convention ...
Abstract: Languages are powerful solutions to coordination problems: they provide stable, shared expectations about how the words we say correspond to the beliefs and intentions in our heads. Yet language use in a variable and non-stationary social environment requires linguistic representations to be flexible: old words acquire new ad hoc or partner-specific meanings on the fly. In this paper, we introduce CHAI (Continual Hierarchical Adaptation through Inference), a hierarchical Bayesian theory of coordination and convention formation that aims to reconcile the long-standing tension between these two basic observations. We argue that the central computational problem of communication is not simply transmission, as in classical formulations, but continual learning and adaptation over multiple timescales. Partner-specific common ground quickly emerges from social inferences within dyadic interactions, while community-wide social conventions are stable priors that have been abstracted away from interactions with ... : In press at Psychological Review ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2104.05857
https://arxiv.org/abs/2104.05857
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4
Meta-Learning to Compositionally Generalize ...
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5
The influence of harmony on structural priming in artificial languages, extended ...
Smith, Kenny. - : Open Science Framework, 2021
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6
Structural priming in an artificial language ...
Smith, Kenny. - : Open Science Framework, 2021
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7
The influence of harmony on structural priming in artificial languages, extended ...
Smith, Kenny. - : Open Science Framework, 2021
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8
The influence of harmony on structural priming in artificial languages, extended ...
Smith, Kenny. - : Open Science Framework, 2021
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9
The influence of harmony on structural priming in artificial languages ...
Smith, Kenny. - : Open Science Framework, 2021
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10
Semantic cues in language learning: an artificial language study with adult and child learners ...
Brown, Helen; Smith, Kenny; Samara, Anna. - : Taylor & Francis, 2021
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11
Semantic cues in language learning: an artificial language study with adult and child learners ...
Brown, Helen; Smith, Kenny; Samara, Anna. - : Taylor & Francis, 2021
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12
Predictive structure and the learnability of inflectional paradigms: investigating whether low i-complexity benefits human learners and neural networks
Johnson, Tamar. - : The University of Edinburgh, 2021
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13
How language adapts to the environment: an evolutionary, experimental approach
Nölle, Jonas. - : The University of Edinburgh, 2021
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14
Semantic cues in language learning: an artificial language study with adult and child learners
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15
Speakers Align With Their Partner's Overspecification During Interaction
Smith, Kenny; Loy, Jia E.. - : Saarländische Universitäts- und Landesbibliothek, 2021
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16
A computational model of the cultural co-evolution of language and mindreading [<Journal>]
Woensdregt, Marieke [Verfasser]; Cummins, Chris [Verfasser]; Smith, Kenny [Verfasser]
DNB Subject Category Language
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17
Knowing How You Know: Toddlers Reevaluate Words Learned From an Unreliable Speaker
In: EISSN: 2470-2986 ; Open Mind ; https://hal.archives-ouvertes.fr/hal-03097987 ; Open Mind, MIT Press, 2020, pp.1-19. &#x27E8;10.1162/opmi_a_00038&#x27E9; (2020)
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18
Communicative need modulates competition in language change ...
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19
Challenges in detecting evolutionary forces in language change using diachronic corpora
In: Glossa: a journal of general linguistics; Vol 5, No 1 (2020); 45 ; 2397-1835 (2020)
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20
Social group effects on the emergence of communicative conventions and language complexity
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