Using WordNet to posit hierarchical structure in Levin’s verb classes

Mari Broman Olsen, Bonnie J. Dorr, David J. Clark


Abstract
In this paper we report on experiments using WordNet synset tags to evaluate the semantic properties of the verb classes cataloged by Levin (1993). This paper represents ongoing research begun at the University of Pennsylvania (Rosenzweig and Dang, 1997; Palmer, Rosenzweig, and Dang, 1997) and the University of Maryland (Dorr and Jones, 1996b; Dorr and Jones, 1996a; Dorr and Jones, 1996c). Using WordNet sense tags to constrain the intersection of Levin classes, we avoid spurious class intersections introduced by homonymy and polysemy (run a bath, run a mile). By adding class intersections based on a single shared sense-tagged word, we minimize the impact of the non-exhaustiveness of Levin’s database (Dorr and Olsen, 1996; Dorr, To appear). By examining the syntactic properties of the intersective classes, we provide a clearer picture of the relationship between WordNet/EuroWordNet and the LCS interlingua for machine translation and other NLP applications.
Anthology ID:
1997.mtsummit-workshop.13
Volume:
AMTA/SIG-IL First Workshop on Interlinguas
Month:
October 28
Year:
1997
Address:
San Diego, California
Venue:
MTSummit
SIG:
Publisher:
Note:
Pages:
99–110
Language:
URL:
https://aclanthology.org/1997.mtsummit-workshop.13
DOI:
Bibkey:
Cite (ACL):
Mari Broman Olsen, Bonnie J. Dorr, and David J. Clark. 1997. Using WordNet to posit hierarchical structure in Levin’s verb classes. In AMTA/SIG-IL First Workshop on Interlinguas, pages 99–110, San Diego, California.
Cite (Informal):
Using WordNet to posit hierarchical structure in Levin’s verb classes (Olsen et al., MTSummit 1997)
Copy Citation:
PDF:
https://aclanthology.org/1997.mtsummit-workshop.13.pdf