Sharp B., Sèdes F., Lubaszewski W. Cognitive Approach to Natural Language Processing

ISTE Press/Elsevier, 2017. — 236 p.This book is a special issue dedicated to exploring the relationship between natural language processing and cognitive science, and the contribution of computer science to these two fields. Poibeau and Vasishth noted that research interest in cognitive issues may have been given less attention because researchers from the cognitive science field are overwhelmed by the technical complexity of natural language processing; similarly, natural language processing researchers have not recognized the contribution of cognitive science to their work. We believe that the international workshops of Natural Language and Cognitive Science (NLPCS), launched in 2004, have provided a strong platform to support the consistent determination and diversity of new research projects which acknowledge the importance of interdisciplinary approaches and bring together computer scientists, cognitive and linguistic researchers to advance research in natural language processing.Delayed Interpretation, Shallow Processing and Constructions: the Basis of the "Interpret Whenever Possible" Principle
Can the Human Association Norm Evaluate Machine-Made Association Lists?
How a Word of a Text Selects the Related Words in a Human Association Network
The Reverse Association Task
Hidden Structure and Function in the Lexicon
Transductive Learning Games for Word Sense Disambiguation
Use Your Mind and Learn to Write: The Problem of Producing Coherent Text
Stylistic Features Based on Sequential Rule Mining for Authorship Attribution
A Parallel, Cognition-oriented Fundamental Frequency Estimation Algorithm
Benchmarking n-grams, Topic Models and Recurrent Neural Networks by Cloze Completions, EEGs and Eye Movements