How efficiency shapes human language

E Gibson, R Futrell, SP Piantadosi, I Dautriche… - Trends in cognitive …, 2019 - cell.com
Cognitive science applies diverse tools and perspectives to study human language.
Recently, an exciting body of work has examined linguistic phenomena through the lens of …

Pragmatic language interpretation as probabilistic inference

ND Goodman, MC Frank - Trends in cognitive sciences, 2016 - cell.com
Understanding language requires more than the use of fixed conventions and more than
decoding combinatorial structure. Instead, comprehenders make exquisitely sensitive …

[HTML][HTML] Modern language models refute Chomsky's approach to language

ST Piantadosi - From fieldwork to linguistic theory: A tribute to …, 2023 - books.google.com
Modern machine learning has subverted and bypassed the theoretical framework of
Chomsky's generative approach to linguistics, including its core claims to particular insights …

Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources

F Lieder, TL Griffiths - Behavioral and brain sciences, 2020 - cambridge.org
Modeling human cognition is challenging because there are infinitely many mechanisms
that can generate any given observation. Some researchers address this by constraining the …

From word models to world models: Translating from natural language to the probabilistic language of thought

L Wong, G Grand, AK Lew, ND Goodman… - arxiv preprint arxiv …, 2023 - arxiv.org
How does language inform our downstream thinking? In particular, how do humans make
meaning from language--and how can we leverage a theory of linguistic meaning to build …

The now-or-never bottleneck: A fundamental constraint on language

MH Christiansen, N Chater - Behavioral and brain sciences, 2016 - cambridge.org
Memory is fleeting. New material rapidly obliterates previous material. How, then, can the
brain deal successfully with the continual deluge of linguistic input? We argue that, to deal …

Zipf's word frequency law in natural language: A critical review and future directions

ST Piantadosi - Psychonomic bulletin & review, 2014 - Springer
The frequency distribution of words has been a key object of study in statistical linguistics for
the past 70 years. This distribution approximately follows a simple mathematical form known …

[HTML][HTML] Compression and communication in the cultural evolution of linguistic structure

S Kirby, M Tamariz, H Cornish, K Smith - Cognition, 2015 - Elsevier
Abstract Language exhibits striking systematic structure. Words are composed of
combinations of reusable sounds, and those words in turn are combined to form complex …

Large-scale evidence of dependency length minimization in 37 languages

R Futrell, K Mahowald… - Proceedings of the …, 2015 - National Acad Sciences
Explaining the variation between human languages and the constraints on that variation is a
core goal of linguistics. In the last 20 y, it has been claimed that many striking universals of …

Cultural influences on word meanings revealed through large-scale semantic alignment

B Thompson, SG Roberts, G Lupyan - Nature Human Behaviour, 2020 - nature.com
If the structure of language vocabularies mirrors the structure of natural divisions that are
universally perceived, then the meanings of words in different languages should closely …