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Models of retrieval in sentence comprehension: A computational evaluation using Bayesian hierarchical modeling
Bruno Nicenboim, Shravan Vasishth
Research on interference has provided evidence that the formation of dependencies between non-adjacent words relies on a cue-based retrieval mechanism. Two different models can acc…
Introduction: Cognitive Issues in Natural Language Processing
Thierry Poibeau, Shravan Vasishth
This special issue is dedicated to get a better picture of the relationships between computational linguistics and cognitive science. It specifically raises two questions: "what is…
Statistical methods for linguistic research: Foundational Ideas - Part II
Bruno Nicenboim, Shravan Vasishth
We provide an introductory review of Bayesian data analytical methods, with a focus on applications for linguistics, psychology, psycholinguistics, and cognitive science. The empir…
Statistical methods for linguistic research: Foundational Ideas - Part I
Shravan Vasishth, Bruno Nicenboim
We present the fundamental ideas underlying statistical hypothesis testing using the frequentist framework. We begin with a simple example that builds up the one-sample t-test from…