Choosing the Word Most Typical in Context Using a Lexical Co-occurrence Network

Details Choosing the Word Most Typical in Context Using a Lexical Co-occurrence Network Choosing the Word Most Typical in Context Using a Lexical Co-occurrence Network

1998-11-02

arxiv.org/abs/cs/9811009v1

Proceedings of ACL-EACL '97, student session

Computer Science

Computation and Language

3 pages, LaTeX2e, 1 ps figure, uses mathptm.sty, colacl.sty, psfig.sty

Scientific paper

This paper presents a partial solution to a component of the problem of lexical choice: choosing the synonym most typical, or expected, in context. We apply a new statistical approach to representing the context of a word through lexical co-occurrence networks. The implementation was trained and evaluated on a large corpus, and results show that the inclusion of second-order co-occurrence relations improves the performance of our implemented lexical choice program.

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