HIT: Web based Scoring Method for English Lexical Substitution

Shiqi Zhao,Lin Zhao,Yu Zhang,Ting Liu,Sheng Li

Published 2007 in International Workshop on Semantic Evaluation

ABSTRACT

This paper describes the HIT system and its participation in SemEval-2007 English Lexical Substitution Task. Two main steps are included in our method: candidate substitute extraction and candidate scoring. In the first step, candidate substitutes for each target word in a given sentence are extracted from WordNet. In the second step, the extracted candidates are scored and ranked using a web-based scoring method. The substitute ranked first is selected as the best substitute. For the multiword subtask, a simple WordNet-based approach is employed.

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