Bayesian data analysis in the phonetic sciences: A tutorial introduction

S Vasishth, B Nicenboim, ME Beckman, F Li… - Journal of phonetics, 2018 - Elsevier
This tutorial analyzes voice onset time (VOT) data from Dongbei (Northeastern) Mandarin
Chinese and North American English to demonstrate how Bayesian linear mixed models …

Similarity-based interference in sentence comprehension: Literature review and Bayesian meta-analysis

LA Jäger, F Engelmann, S Vasishth - Journal of Memory and Language, 2017 - Elsevier
We report a comprehensive review of the published reading studies on retrieval interference
in reflexive-/reciprocal-antecedent and subject-verb dependencies. We also provide a …

Emergent linguistic structure in artificial neural networks trained by self-supervision

CD Manning, K Clark, J Hewitt… - Proceedings of the …, 2020 - National Acad Sciences
This paper explores the knowledge of linguistic structure learned by large artificial neural
networks, trained via self-supervision, whereby the model simply tries to predict a masked …

Systematic testing of three Language Models reveals low language accuracy, absence of response stability, and a yes-response bias

V Dentella, F Günther… - Proceedings of the …, 2023 - National Acad Sciences
Humans are universally good in providing stable and accurate judgments about what forms
part of their language and what not. Large Language Models (LMs) are claimed to possess …

Workflow techniques for the robust use of bayes factors.

DJ Schad, B Nicenboim, PC Bürkner… - Psychological …, 2023 - psycnet.apa.org
Inferences about hypotheses are ubiquitous in the cognitive sciences. Bayes factors provide
one general way to compare different hypotheses by their compatibility with the observed …

[图书][B] Modification

M Morzycki - 2016 - books.google.com
Modifiers and modification have been a major focus of inquiry for as long as the formal study
of semantics has existed, and remain at the heart of major theoretical debates in the field …

A validation of Amazon Mechanical Turk for the collection of acceptability judgments in linguistic theory

J Sprouse - Behavior research methods, 2011 - Springer
Abstract Amazon's Mechanical Turk (AMT) is a Web application that provides instant access
to thousands of potential participants for survey-based psychology experiments, such as the …

Contrasting intrusion profiles for agreement and anaphora: Experimental and modeling evidence

B Dillon, A Mishler, S Sloggett, C Phillips - Journal of Memory and …, 2013 - Elsevier
We investigated the relationship between linguistic representation and memory access by
comparing the processing of two linguistic dependencies that require comprehenders to …

The statistical significance filter leads to overoptimistic expectations of replicability

S Vasishth, D Mertzen, LA Jäger, A Gelman - Journal of Memory and …, 2018 - Elsevier
It is well-known in statistics (eg, Gelman & Carlin, 2014) that treating a result as publishable
just because the p-value is less than 0.05 leads to overoptimistic expectations of …

Aligning grammatical theories and language processing models

S Lewis, C Phillips - Journal of Psycholinguistic Research, 2015 - Springer
We address two important questions about the relationship between theoretical linguistics
and psycholinguistics. First, do grammatical theories and language processing models …