Memory-Based Shallow Parsing

Article, Preprint English OPEN
Tjong Kim Sang, E.F.;
(2002)

We present memory-based learning approaches to shallow parsing and apply these to five tasks: base noun phrase identification, arbitrary base phrase recognition, clause detection, noun phrase parsing and full parsing. We use feature selection techniques and system combi... View more
  • References (28)
    28 references, page 1 of 3

    Steven Abney. Parsing By Chunks. In Principle-Based Parsing: Computation and Psycholinguistics, pages 257-278. Kluwer Academic Publishers, 1991.

    David W. Aha and Richard L. Bankert. Feature Selection for Case-Based Classification of Cloud Types: An Empirical Comparison. In Proceedings of the 1994 AAAI Workshop on Case-Based Reasoning, pages 106-112. Seattle, WA, USA, AAAI Press, 1994.

    Shlomo Argamon-Engelson, Ido Dagan, and Yuval Krymolowski. A memory-based approach to learning shallow natural language patterns. Journal of Experimental and Theoretical AI, 11(3):369-390, 1999.

    Michele Banko and Eric Brill. Scaling to Very Very Large Corpora for Natural Language Disambiguation. In Proceedings of ACL 2001, pages 26-33. Toulouse, France, 2001.

    Rens Bod. Parsing with the Shortest Derivation. In Proceedings of COLING 2000. Saarbruecken, Germany, 2000.

    Rens Bod. What is the Minimal Set of Fragments that Achieves Maximal Parse Accuracy. In Proceedings of ACL-2001, pages 66-73. Toulouse, France, 2001.

    Thorsten Brants. Cascaded Markov Models. In Proceedings of EACL'99, pages 118-125. Bergen, Norway, 1999.

    Eugene Charniak. A Maximum-Entropy-Inspired Parser. In Proceedings of the ANLPNAACL 2000, pages 132-139. Seattle, WA, USA. Morgan Kaufman Publishers, 2000.

    Herv´e D´ejean. Using ALLiS for Clausing. In Proceedings of CoNLL-2001, pages 64-66. Toulouse, France, 2001.

    James Hammerton. Clause identification with Long Short-Term Memory. In Proceedings of CoNLL-2001, pages 61-63. Toulouse, France, 2001.

  • Metrics
Share - Bookmark