Automatic Evaluation and Composition of NLP Pipelines with Web Services

Harry Halpin


Abstract
We describe the innovative use of describing an existing natural language “pipeline” using the Semantic Web, and focus on how the performance and results of the components may be described. Earlier work has shown how NLP Web Services can be automatically composed via Semantic Web Service composition, and once the results of NLP components can be stored directly, they can also be used to direct the composition, leading to advances in the sharing and evaluation of NLP resources.
Anthology ID:
L06-1479
Volume:
Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC’06)
Month:
May
Year:
2006
Address:
Genoa, Italy
Editors:
Nicoletta Calzolari, Khalid Choukri, Aldo Gangemi, Bente Maegaard, Joseph Mariani, Jan Odijk, Daniel Tapias
Venue:
LREC
SIG:
Publisher:
European Language Resources Association (ELRA)
Note:
Pages:
Language:
URL:
http://www.lrec-conf.org/proceedings/lrec2006/pdf/767_pdf.pdf
DOI:
Bibkey:
Cite (ACL):
Harry Halpin. 2006. Automatic Evaluation and Composition of NLP Pipelines with Web Services. In Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC’06), Genoa, Italy. European Language Resources Association (ELRA).
Cite (Informal):
Automatic Evaluation and Composition of NLP Pipelines with Web Services (Halpin, LREC 2006)
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PDF:
http://www.lrec-conf.org/proceedings/lrec2006/pdf/767_pdf.pdf