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Towards Full Automation of Lexicon Construction (2004)
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by
Richard Rohwer Richardrohwer
,
Fair Isaac Corporation
| Venue: | HLT-NAACL 2004: Workshop on Computational Lexical Semantics |
BibTeX
@INPROCEEDINGS{Richardrohwer04towardsfull,
author = {Richard Rohwer Richardrohwer and Fair Isaac Corporation},
title = {Towards Full Automation of Lexicon Construction},
booktitle = {HLT-NAACL 2004: Workshop on Computational Lexical Semantics},
year = {2004},
pages = {9--16}
}
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Abstract
We describe work in progress aimed at developing methods for automatically constructing a lexicon using only statistical data derived from analysis of corpora, a problem we call lexical optimization. Specifically, we use statistical methods alone to obtain information equivalent to syntactic categories, and to discover the semantically meaningful units of text, which may be multi-word units or polysemous terms-incontext.
