Gathering Statistics to Aspectually Classify Sentences with a Genetic Algorithm

Eric V. Siegel,K. McKeown

Published 1996 in arXiv.org

ABSTRACT

This paper presents a method for large corpus analysis to semantically classify an entire clause. In particular, we use cooccurrence statistics among similar clauses to determine the aspectual class of an input clause. The process examines linguistic features of clauses that are relevant to aspectual classification. A genetic algorithm determines what combinations of linguistic features to use for this task.

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