Paper: Grammar Approximation by Representative Sublanguage: A New Model for Language Learning

ACL ID P07-1105
Title Grammar Approximation by Representative Sublanguage: A New Model for Language Learning
Venue Annual Meeting of the Association of Computational Linguistics
Session Main Conference
Year 2007
Authors

We propose a new language learning model that learns a syntactic-semantic grammar from a small number of natural language strings annotated with their semantics, along with basic assumptions about natural lan- guage syntax. We show that the search space for grammar induction is a complete gram- mar lattice, which guarantees the uniqueness of the learned grammar.