The rational speech act framework

J Degen - Annual Review of Linguistics, 2023 - annualreviews.org
The past decade has seen the rapid development of a new approach to pragmatics that
attempts to integrate insights from formal and experimental semantics and pragmatics …

Modeling rapid language learning by distilling Bayesian priors into artificial neural networks

RT McCoy, TL Griffiths - arXiv preprint arXiv:2305.14701, 2023 - arxiv.org
Humans can learn languages from remarkably little experience. Developing computational
models that explain this ability has been a major challenge in cognitive science. Bayesian …

What we do (not) know about the mechanisms underlying adaptive speech perception: A computational framework and review

X Xie, TF Jaeger, C Kurumada - Cortex, 2023 - Elsevier
Speech from unfamiliar talkers can be difficult to comprehend initially. These difficulties tend
to dissipate with exposure, sometimes within minutes or less. Adaptivity in response to …

[HTML][HTML] Implicature priming, salience, and context adaptation

P Marty, J Romoli, Y Sudo, R Breheny - Cognition, 2024 - Elsevier
Recent experimental research has observed two kinds of priming effects on quantity
implicatures. One is the Strong–Weak contrast, where more quantity implicatures are …

The division of labor in communication: Speakers help listeners account for asymmetries in visual perspective

RD Hawkins, H Gweon, ND Goodman - Cognitive science, 2021 - Wiley Online Library
Recent debates over adults' theory of mind use have been fueled by surprising failures of
perspective‐taking in communication, suggesting that perspective‐taking may be relatively …

The frequency of referential patterns guides pronoun comprehension.

ED Johnson, JE Arnold - Journal of Experimental Psychology …, 2023 - psycnet.apa.org
There is extensive evidence that people are sensitive to the statistical patterns of linguistic
elements at the phonological, lexical, and syntactic levels. However, much less is known …

Continual adaptation for efficient machine communication

RD Hawkins, M Kwon, D Sadigh… - arXiv preprint arXiv …, 2019 - arxiv.org
To communicate with new partners in new contexts, humans rapidly form new linguistic
conventions. Recent neural language models are able to comprehend and produce the …

A practical introduction to the Rational Speech Act modeling framework

G Scontras, MH Tessler, M Franke - arXiv preprint arXiv:2105.09867, 2021 - arxiv.org
Recent advances in computational cognitive science (ie, simulation-based probabilistic
programs) have paved the way for significant progress in formal, implementable models of …

Listeners' adaptation to unreliable intonation is speaker-sensitive

TB Roettger, K Rimland - Cognition, 2020 - Elsevier
Variable linguistic environments require the ability to quickly update expectations and
behavior including speech comprehension. This adaptive capacity is key to understanding …

Shades of confusion: Lexical uncertainty modulates ad hoc coordination in an interactive communication task

SK Murthy, TL Griffiths, RD Hawkins - Cognition, 2022 - Elsevier
There is substantial variability in the expectations that communication partners bring into
interactions, creating the potential for misunderstandings. To directly probe these gaps and …