Engineering “word experts” for word disambiguation

Author:

Berleant Daniel

Abstract

AbstractEvery word in the lexicon of a natural language is used distinctly from all the other words. A word expert is a small expert system-like module for processing a particular word based on other words in its vicinity. A word expert exploits the idiosyncratic nature of a word by using a set of context testing decision rules that test the identity and placement of context words to infer the word's role in the passage.The main application of word experts is disambiguating words. Work on word experts has never fully recognized previous related work, and a comprehensive review of that work would therefore contribute to the field. This paper both provides such a review, and describes guidelines and considerations useful in the design and construction of word expert based systems.

Publisher

Cambridge University Press (CUP)

Subject

Artificial Intelligence,Linguistics and Language,Language and Linguistics,Software

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