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 language | English |
|---|---|
| Title of host publication | Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010 |
| Publisher | European Language Resources Association (ELRA) |
| Pages | 1624-1627 |
| Number of pages | 4 |
| ISBN (Electronic) | 2951740867, 9782951740860 |
| Publication status | Published - 1 Jan 2010 |
| Event | 7th International Conference on Language Resources and Evaluation, LREC 2010 - Valletta, Malta Duration: 17 May 2010 → 23 May 2010 |
Other
| Other | 7th International Conference on Language Resources and Evaluation, LREC 2010 |
|---|---|
| Country | Malta |
| City | Valletta |
| Period | 17/5/10 → 23/5/10 |
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ASJC Scopus subject areas
- Education
- Library and Information Sciences
- Linguistics and Language
- Language and Linguistics
Cite this
A general purpose framenet-based shallow semantic parser. / Coppola, Bonaventura; Moschitti, Alessandro.
Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010. European Language Resources Association (ELRA), 2010. p. 1624-1627.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - A general purpose framenet-based shallow semantic parser
AU - Coppola, Bonaventura
AU - Moschitti, Alessandro
PY - 2010/1/1
Y1 - 2010/1/1
N2 - 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.
AB - 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.
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M3 - Conference contribution
SP - 1624
EP - 1627
BT - Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010
PB - European Language Resources Association (ELRA)
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