Bayesian linear mixed models using Stan: A tutorial for psychologists, linguists, and cognitive scientists

T Sorensen, S Vasishth - arXiv preprint arXiv:1506.06201, 2015 - arxiv.org
With the arrival of the R packages nlme and lme4, linear mixed models (LMMs) have come
to be widely used in experimentally-driven areas like psychology, linguistics, and cognitive …

The language faculty that wasn't: A usage-based account of natural language recursion

MH Christiansen, N Chater - Frontiers in Psychology, 2015 - frontiersin.org
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 …

A resource-rational model of human processing of recursive linguistic structure

M Hahn, R Futrell, R Levy… - Proceedings of the …, 2022 - National Acad Sciences
A major goal of psycholinguistic theory is to account for the cognitive constraints limiting the
speed and ease of language comprehension and production. Wide-ranging evidence …

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 …

[图书][B] Creating language: Integrating evolution, acquisition, and processing

MH Christiansen, N Chater - 2018 - books.google.com
A work that reveals the profound links between the evolution, acquisition, and processing of
language, and proposes a new integrative framework for the language sciences. Language …

Lossy‐context surprisal: An information‐theoretic model of memory effects in sentence processing

R Futrell, E Gibson, RP Levy - Cognitive science, 2020 - Wiley Online Library
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 …

Statistical methods for linguistic research: Foundational Ideas—Part II

B Nicenboim, S Vasishth - Language and Linguistics Compass, 2016 - Wiley Online Library
We provide an introductory review of Bayesian data analytical methods, with a focus on
applications for linguistics, psychology, psycholinguistics, and cognitive science. The …

Crosslinguistic word order variation reflects evolutionary pressures of dependency and information locality

M Hahn, Y Xu - Proceedings of the National Academy of …, 2022 - National Acad Sciences
Languages vary considerably in syntactic structure. About 40% of the world's languages
have subject–verb–object order, and about 40% have subject–object–verb order. Extensive …

Outliers in L2 research in applied linguistics: A synthesis and data re-analysis

C Nicklin, L Plonsky - Annual Review of Applied Linguistics, 2020 - cambridge.org
Data from self-paced reading (SPR) tasks are routinely checked for statistical outliers
(Marsden, Thompson, & Plonsky, 2018). Such data points can be handled in a variety of …

Computational models of retrieval processes in sentence processing

S Vasishth, B Nicenboim, F Engelmann… - Trends in cognitive …, 2019 - cell.com
Sentence comprehension requires that the comprehender work out who did what to whom.
This process has been characterized as retrieval from memory. This review summarizes the …