Rumination on Natural Language Processing: Fundamental Processing: CWS, POS, NER, Clustering, Chunking - Couverture souple

HE, Saike

Couverture souple

ISBN 10 : 3843380767 ISBN 13 : 9783843380768

Editeur : LAP LAMBERT Academic Publishing, 2010

Synopsis

I have long been intrigued with computational linguistic. However, the paradox is: the further I went onwards, the more pale I felt about statistical method in dealing with human language. In the past decade, along with the boost in the development of NLP, have come deep-rooted drawbacks brought by machine learning. These problems have proven more difficult than we thought it would be, and the solution is unlikely to rest on a foundation of clean, beautiful mathematics. Partly because of the influence of Noam Chomsky, natural language researchers began to focus on syntax and parsing. Even though, AI systems are still a very long way from achieving its original goal of creating flexible, integrated, human-like AI. Yet, it is really meaningful to create some valuable technologies in specific narrow domains. For, AI as a field, may pause occasionally to take advantage of these new technologies, thus becoming a boost to our original goal. That's how ?Rumination on Natural Language Processing? came out, recording the effort and contemplation that has brought me where I am. Hope some of my thoughts in this book will be kind of help to your work.

Détails de l'édition

• Éditeur: LAP LAMBERT Academic Publishing
• Date d'édition: 2010
• Langue: anglais
• ISBN 10: 3843380767
• ISBN 13: 9783843380768
• Reliure: Broché
• Nombre de pages: 64
• Coordonnées du fabricant: non disponible
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