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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. 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.

Journal Article Type Commentary
Publication Date Dec 31, 2006
Journal ACM transactions on Asian language information processing
Print ISSN 1530-0226
Electronic ISSN 1588-3430
Publisher Association for Computing Machinery
Peer Reviewed Peer Reviewed
Volume 5
Issue 4
Pages 291-295
Institution 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
DOI https://doi.org/10.1145/1236181.1236182
Keywords Information storage; Information retrieval; Information search and retrieval; Retrieval models; Artificial intelligence; Natural language processing

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