Introduction to special issue on reasoning in natural language information processing.
Song, Dawei; Nie, Jian-Yun
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|
|Publisher||Association for Computing Machinery|
|Peer Reviewed||Peer Reviewed|
|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|
|Keywords||Information storage; Information retrieval; Information search and retrieval; Retrieval models; Artificial intelligence; Natural language processing|
SONG 2006 Introduction to special issue
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