Research: Semantic Relations
Talks
- Unambiguous + Unlimited = UnsupervisedUsing the Web for Natural
Language Processing Problems, talk by Marti Hearst, various
venues, 2007-2008. ppt
- The Descent of Hierarchy, and Selection in Relational Semantics,
talk for ACL-02, July, 2002. ppt
Publications
- Nakov, P., and Hearst, M.A., Solving Relational Similarity
Problems Using the Web as a Corpus, in the Proceedings of
ACL/HLT, 2008. pdf
- Nakov, P. and Hearst, M., Using Verbs to Characterize Noun-Noun Relations,
in the Proceedings of
AIMSA 2006, Bulgaria, September 2006.
pdf
- Nakov, P., and Hearst, M., Using the Web as an Implicit Training
Set: Application to Structural Ambiguity Resolution, in
HLT/EMNLP'05, Vancouver, 2005. pdf
- Nakov, P.. and Hearst, M. A Study of Using Search Engine Page Hits
as a Proxy for n-gram Frequencies, in
RANLP'05, Borovets, Bulgaria, 2005
pdf
- Nakov, P., and Hearst, M. Search Engine Statistics Beyond the n-gram:
Application to Noun Compound Bracketing,
in the Proceedings of CoNLL-2005, Ninth Conference on Computational Natural
Language Learning, Ann Arbor, MI, June 2005. pdf
- Rosario, B, and Hearst, M. Multi-way Relation Classification:
Application to Protein-Protein Interactions, in
HLT/EMNLP'05, Vancouver, 2005.
pdf
- Rosario, B. and Hearst, M., Classifying Semantic Relations in Bioscience
Text, in the Proceedings of ACL 2004. pdf
- Rosario, B, Hearst, M., and Fillmore, C., The Descent of
Hierarchy, and Selection in Relational Semantics, in the Proceedings
of ACL '02, Philadelphia, PA, July 2002.
pdf
-
Rosario, B. and Hearst, M., Classifying the Semantic Relations in Noun
Compounds via a Domain-Specific Lexical Hierarchy, in the Proceedings
of EMNLP '01, Pittsburgh, PA, July 2001.
pdf
- Hearst, M. Automatic Acquisition of Hyponyms from Large Text
Corpora, Proceedings of the Fourteenth International Conference
on Computational Linguistics, Nantes, France, July 1992. pdf