Statistically-Based Natural Language Programming Techniques
Papers from the AAAI Workshop
Carl Weir, Program Chair
Technical Report WS-92-01 published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Foreward / 1
Carl Weir
Two Experiments on Learning Probabilistic Dependency Grammars from Corpora / 1
Glenn Carroll and Eugene Charniak
Training Stochastic Grammars from Unlabelled Text Corpora / 14
Julian Kupiec and John Maxwell
A Probabilistic Parser and Its Application / 20
Mark A. Jones and Jason M. Eisner
A Richly Annotated Corpus for Probabilistic Parsing / 28
Clive Souter and Eric Atwell
Robust Stochastic Parsing Using the Inside-Outside Algorithm / 39
Ted Briscoe and Nick Waegner
WordNet and Distributional Analysis: A Class-based Approach to Lexical Discovery / 54
Philip Resnik
How to Compile a Bilingual Collocational Lexicon Automatically / 65
Frank Smadja
Refining Automatically-Discovered Lexical Relations: Combining Weak Techniques for Stronger Results / 72
Marti A. Hearst and Gregory Grefenstette
Using Statistics Gained From Corpora in a Knowledge-Based NLP System / 81
Doug McKee and John Maloney
Example-Based NLP Techniques: A Case Study of Machine Translation / 93
Eiichiro Sumita and Hitoshi IIda
Approximate Maximum-Entropy Integration of Syntactic and Semantic Constraints / 98
Dekai Wu
Word Sense Disambiguation With Sublexical Representations / 100
Hinrich Schutze
Index / 103
Carl Weir
AAAI Digital Library
AAAI relies on your generous support through membership and donations. If you find these resources useful, we would be grateful for your support.