How efficiency shapes human language
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 …
Recently, an exciting body of work has examined linguistic phenomena through the lens of …
Pragmatic language interpretation as probabilistic inference
Understanding language requires more than the use of fixed conventions and more than
decoding combinatorial structure. Instead, comprehenders make exquisitely sensitive …
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 …
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
Modeling human cognition is challenging because there are infinitely many mechanisms
that can generate any given observation. Some researchers address this by constraining the …
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
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 …
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
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 …
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 …
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
Abstract Language exhibits striking systematic structure. Words are composed of
combinations of reusable sounds, and those words in turn are combined to form complex …
combinations of reusable sounds, and those words in turn are combined to form complex …
Large-scale evidence of dependency length minimization in 37 languages
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 …
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
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 …
universally perceived, then the meanings of words in different languages should closely …