Memory-based parsing / Sandra Kubler.

Format:

Book

Author/Creator:

Kübler, Sandra.

Series:

Natural language processing ; 7.

Natural language processing, 1567-8202 ; v. 7

Language:

English

Subjects (All):

Computational linguistics.

Parsing (Computer grammar).

Physical Description:

1 online resource (302 p.)

Place of Publication:

Amsterdam ; Philadelphia : J. Benjamins, c2004.

Language Note:

English

Summary:

Memory-Based Learning (MBL), one of the most influential machine learning paradigms, has been applied with great success to a variety of NLP tasks. This monograph describes the application of MBL to robust parsing. Robust parsing using MBL can provide added functionality for key NLP applications, such as Information Retrieval, Information Extraction, and Question Answering, by facilitating more complex syntactic analysis than is currently available. The text presupposes no prior knowledge of MBL. It provides a comprehensive introduction to the framework and goes on to describe and compare appl

Contents:

CONTENTS; Introduction; Memory-Based Learning; Memory-Based Approaches to Parsing; Data-Oriented Parsing; TüSBL: A Memory-Based Parser; Empirical Evaluation; A Comparison of Memory-Based Approachesto TüSBL; Conclusion and Future Directions; Appendix A; Appendix B; References; Index of Subjects and Terms

Notes:

Description based upon print version of record.

Includes bibliographical references (p. [268]-283) and index.

ISBN:

9786613280121

9781283280129

1283280124

9789027275141

9027275149

OCLC:

753976805