Cognitive Approach to Natural Language Processing

Cognitive Approach to Natural Language Processing takes a cognitive science perspective and learning from recent advances in cognitive neuroscience, cognitive linguistics and neurolinguistics. The book touches on many disciplines, namely computational linguistics, artificial intelligence, cognitive linguistics, computer science and cognitive science. With this interdisciplinary approach to language processing, the book provides a forum to foster interactions among researchers and practitioners in Natural Language Processing (NLP). Discusses the problems and issues that researchers face, providing an opportunity for developers of NLP systems to learn from cognitive scientists, cognitive linguistics and neurolinguisticsProvides a valuable opportunity to link the study of natural language processing to the understanding of the cognitive processes of the brain INDICE: 1. Use your mind and learn to write: the problem of producing coherent text 2. Delayed interpretation, shallow processing and constructions: the basis of the interpret whenever possible principle 3. Benchmarking n-grams, topic models and recurrent neural networks by cloze completions, EEGs and eye movements 4. A Parallel, Cognition-Oriented Fundamental Frequency Estimation Algorithm 5.Stylistic Features based on Sequential Rule Mining for Authorship Attribution 6. The Reverse Association Task

• ISBN: 978-1-78548-253-3
• Editorial: ISTE Press - Elsevier
• Encuadernacion: Cartoné
• Páginas: 234
• Fecha Publicación: 01/06/2017
• Nº Volúmenes: 1
• Idioma: Inglés