Lexical Semantics
Lexical semantics concerns the representation and use of word meanings in natural language processing. Our work in the area has focused on learning word meanings for use in semantic parsing and, more recently, improved distributional (vector space) models of word meaning. Lexical semantics is part of our research on natural language learning.
Publications (13)
Cross-Cutting Models of Lexical Semantics 2011
Joseph Reisinger and Raymond Mooney
A Mixture Model with Sharing for Lexical Semantics 2010
Joseph Reisinger and Raymond J. Mooney
Cross-cutting Models of Distributional Lexical Semantics 2010
Joseph S. Reisinger
Multi-Prototype Vector-Space Models of Word Meaning 2010
Joseph Reisinger, Raymond J. Mooney
Acquiring Word-Meaning Mappings for Natural Language Interfaces 2003
Cynthia A. Thompson and Raymond J. Mooney
Automatic Construction of Semantic Lexicons for Learning Natural Language Interfaces 1999
Cynthia A. Thompson and Raymond J. Mooney
Semantic Lexicon Acquisition for Learning Natural Language Interfaces 1998
Cynthia Ann Thompson
Semantic Lexicon Acquisition for Learning Natural Language Interfaces 1998
Cynthia A. Thompson and Raymond J. Mooney
Comparative Experiments on Disambiguating Word Senses: An Illustration of the Role of Bias in Machine Learning 1996
Raymond J. Mooney
Corpus-Based Lexical Acquisition For Semantic Parsing 1996
Cynthia Thompson
Lexical Acquisition: A Novel Machine Learning Problem 1996
Cynthia A. Thompson and Raymond J. Mooney
Acquisition of a Lexicon from Semantic Representations of Sentences 1995
Cynthia A. Thompson
Integrated Learning of Words and their Underlying Concepts 1987
Raymond J. Mooney
Labs
Machine Learning