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Introduction to special issue on reasoning in natural language information processing.

Song, Dawei; Nie, Jian-Yun

Authors

Dawei Song

Jian-Yun Nie



Abstract

For any applications related to Natural Language Processing (NLP), reasoning has been recognized as a necessary underlying aspect. Many 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.

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 [online], 5(4), pages 291-295. Available from: https://doi.org/10.1145/1236181.1236182

Journal Article Type Editorial
Acceptance Date Dec 31, 2006
Online Publication Date Dec 31, 2006
Publication Date Dec 31, 2006
Deposit Date Aug 13, 2009
Publicly Available Date Aug 13, 2009
Journal ACM transactions on Asian language information processing
Print ISSN 1530-0226
Electronic ISSN 1558-3430
Publisher Association for Computing Machinery (ACM)
Peer Reviewed Peer Reviewed
Volume 5
Issue 4
Pages 291-295
DOI https://doi.org/10.1145/1236181.1236182
Keywords Information storage; Information retrieval; Information search and retrieval; Retrieval models; Artificial intelligence; Natural language processing
Public URL http://hdl.handle.net/10059/395

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