A general purpose framenet-based shallow semantic parser

Bonaventura Coppola, Alessandro Moschitti

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

In this paper we present a new FrameNet-based Shallow Semantic Parser. While Shallow Semantic Parsing has been a popular Natural Language Processing task since the 2004 and 2005 CoNLL Shared Task editions, efforts in extending such task to the FrameNet setting have been constrained by practical software engineering issues. We hereby analyze these issues, identify desirable requirements for a practical parsing framework, and show the results of our software implementation. In particular, we attempt at meeting requirements arising from both a) the need of a flexible environment supporting current ongoing research, and b) the willingness of providing an effective platform supporting preliminary application prototypes in the field. After introducing the task of FrameNet-based Shallow Semantic Parsing, we sketch the system processing workflow and summarize a set of successful experimental results, directing the reader to previous published papers for extended experiment descriptions and wider discussion of the achieved results.

Original languageEnglish
Title of host publicationProceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010
PublisherEuropean Language Resources Association (ELRA)
Pages1624-1627
Number of pages4
ISBN (Electronic)2951740867, 9782951740860
Publication statusPublished - 1 Jan 2010
Event7th International Conference on Language Resources and Evaluation, LREC 2010 - Valletta, Malta
Duration: 17 May 201023 May 2010

Other

Other7th International Conference on Language Resources and Evaluation, LREC 2010
CountryMalta
CityValletta
Period17/5/1023/5/10

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ASJC Scopus subject areas

  • Education
  • Library and Information Sciences
  • Linguistics and Language
  • Language and Linguistics

Cite this

Coppola, B., & Moschitti, A. (2010). A general purpose framenet-based shallow semantic parser. In Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010 (pp. 1624-1627). European Language Resources Association (ELRA).