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Title: Introduction to special issue on reasoning in natural language information processing.
Authors: Song, Dawei
Nie, Jian-Yun
Keywords: Information storage
Information retrieval
Information search and retrieval
Retrieval models
Artificial intelligence
Natural language processing
Issue Date: Dec-2006
Publisher: ACM
Citation: SONG, D. and NIE, J. Y., 2006. Introduction to special issue on reasoning in natural language information processing. ACM Transactions on Asian Language Information Processing, 5 (4), pp. 291-295.
Abstract: For any applications related to Natural Language Processing (NLP), reasoning has been recognized as a necessary underlying aspect. Most of the existing work in NLP deals with specific NLP problems in a highly heuristic manner, yet not from an explicit reasoning perspective. Recently, there have been developments on models that allow reasoning in NLP, such as language models, logical models, and so on. The goal of this special issue is to present high-quality contributions that integrate reasoning involved in different areas of natural language processing, both at theoretical and/or practical levels. In this article, we give a brief overview on some major aspects of explicating reasoning in NLP and summarize the articles included in this special issue.
ISSN: 1530-0226
Appears in Collections:Journal articles (Computing)

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