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 …
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 …
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
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 …
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 …
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 …
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
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 …
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 …
applications for linguistics, psychology, psycholinguistics, and cognitive science. The …
Crosslinguistic word order variation reflects evolutionary pressures of dependency and information locality
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 …
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
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 …
(Marsden, Thompson, & Plonsky, 2018). Such data points can be handled in a variety of …
Computational models of retrieval processes in sentence processing
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 …
This process has been characterized as retrieval from memory. This review summarizes the …