Conceptual Vectors, A Complementary Tool To Lexical Networks.
There is currently much research in natural language processing focusing on lexical networks. Most of them, in particular the most famous, word-Net, lack syntagmatic information and especially thematic information (“Tennis Problem"). This article describes conceptual vectors that allows the re...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2007
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| Subjects: | |
| Online Access: | http://eprints.usm.my/9401/ http://eprints.usm.my/9401/1/Conceptual_Vectors_a_Complementary_tool_to_Lexical_Networks.pdf |
| Summary: | There is currently much research in natural language processing focusing on lexical networks. Most of them, in particular the most famous, word-Net, lack syntagmatic information and especially thematic information (“Tennis
Problem"). This article describes conceptual vectors that allows the representation of ideas in any textual segment and offers a continuous vision of related thematics, based on the distances between these thematics. We show the characteristics of conceptual vectors and explain how they complement lexico-semantic networks. we illustrate this purpose by adding conceptual vectors to wordNet by
emergence,
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