Association-based natural language processing with neural networks

Authors:
Kimura Kazuhiro;Suzuoka Takashi;Amano Sin-ya
Affiliations:
Research and Development Center, Toshiba Corp., Komukai-Tôsiba-tyô, Saiwai-ku, Kawasaki, Japan;Research and Development Center, Toshiba Corp., Komukai-Tôsiba-tyô, Saiwai-ku, Kawasaki, Japan;Research and Development Center, Toshiba Corp., Komukai-Tôsiba-tyô, Saiwai-ku, Kawasaki, Japan
Venue:
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
Year:
1992

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Abstract

This paper describes a natural language processing system reinforced by the use of association of words and concepts, implemented as a neural network. Combining an associative network with a conventional system contributes to semantic disambiguation in the process of interpretation. The model is employed within a kana-kanji conversion system and the advantages over conventional ones are shown.