Cognitive approach to natural language processing [electronic resource] / edited by Bernadette Sharp, Florence Sèdes, Wiesław Lubaszewski
- Cognitive science
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- Delayed interpretation, shallow processing and constructions: the basis of the "interpret whenever possible" principle / Philippe Blache -- Can the human association norm evaluate machine-made association lists? / Michal Korzycki, Izabela Gatkowska, Wiesław Lubaszewski -- How a word of a text selects the related words in a human association network / Wiesław Lubaszewski, Izabela Gatkowska, Maciej Godny -- The reverse association task / Reinhard Rapp -- Hidden structure and function in the lexicon / Philippe Vincent-Lamarre, Mélanie Lord, Alexandre Blondin-Massé, Odile Marcotte, Marcos Lopes, Stevan Harnad -- Transductive learning games for word sense disambiguation / Rocco Tripodi, Marcello Pelillo -- Use your mind and learn to write: the problem of producing coherent text / Michael Zock, Debela Tesfaye Gemechu -- Stylistic features based on sequential rule mining for authorship attribution / Mohamed Amine Boukhaled, Jean-Gabriel Ganascia -- A parallel, cognition-oriented fundamental frequency estimation algorithm / Ulrike Glavitsch -- Benchmarking n-grams, topic models and recurrent neural networks by cloze completions, EEGs and eye movements / Markus J. Hofmann, Chris Biemann, Steffen Remus.
- "As natural language processing spans many different disciplines, it is sometimes difficult to understand the contributions and the challenges that each of them presents. This book explores the special relationship between natural language processing and cognitive science, and the contribution of computer science to these two fields. It is based on the recent research papers submitted at the international workshops of Natural Language and Cognitive Science (NLPCS) which was launched in 2004 in an effort to bring together natural language researchers, computer scientists, and cognitive and linguistic scientists to collaborate together and advance research in natural language processing. The chapters cover areas related to language understanding, language generation, word association, word sense disambiguation, word predictability, text production and authorship attribution. This book will be relevant to students and researchers interested in the interdisciplinary nature of language processing.
- 178548253X (hardcover) and 9781785482533 (hardcover)
- Bibliography Note:
- Includes bibliographical references and index.
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