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Most Influential AAAI 2000 Paper · 2026-03 edition

Class-Based Construction Of A Verb Lexicon

Karin Kipper; Hoa Trang Dang; and Martha Palmer; University of Pennsylvania

Venue
AAAI Conference on Artificial Intelligence (AAAI) 2000
Recognition
Most Influential AAAI 2000 Paper (Rank No. 4)
Edition
2026-03
Impact factor
6
Certificate ID
62d80db5f4157eab

Abstract

We present an approach to building a verb lexicon compatible with WordNet but with explicitly stated syntactic and semantic information, using Levin verb classes to systematically construct lexical entries. By using verb classes we capture generalizations about verb behavior and reduce the effort needed to construct the lexicon. The syntactic frames for the verb classes are represented by a Lexicalized Tree Adjoining Grammar augmented with semantic predicates, which allows a compositional interpretation.

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