Inducing Deterministic Prolog Parsers from Treebanks: A Machine Learning Approach

or untagged treebanks. ' When trained on an untagged This paper presents a method for constructing deterministic Prolog parsers from corpora of parsed sentences. Our approach uses recent machine learning methods for inducing Prolog rules from examples (inductive logic programming). We discuss several advantages of this method compared to recent statistical methods and present results on learning complete parsers from portions of the ATIS corpus.

• Type: Conference
• Year: 1994
• Where: AAAI
• Authors: John M. Zelle, Raymond J. Mooney
• Keywords: AAAI 1994, Deterministic Prolog Parsers, Intelligent Agents, Untagged This Paper, Untagged Treebanks