Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Unsupervised evaluation of parser robustness
KTH, School of Computer Science and Communication (CSC), Numerical Analysis and Computer Science, NADA.
KTH, School of Computer Science and Communication (CSC), Numerical Analysis and Computer Science, NADA.
KTH, School of Computer Science and Communication (CSC), Numerical Analysis and Computer Science, NADA.
2005 (English)In: COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING / [ed] Gelbukh, A, 2005, Vol. 3406, 142-154 p.Conference paper, Published paper (Refereed)
Abstract [en]

This article describes an automatic evaluation procedure for NLP system robustness under the strain of noisy and ill-formed input. The procedure requires no manual work or annotated resources. It is language and annotation scheme independent and produces reliable estimates on the robustness of NLP systems. The only requirement is an estimate on the NLP system accuracy. The procedure was applied to five parsers, and one part-of-speech tagger on Swedish text. To establish the reliability of the procedure, a comparative evaluation involving annotated resources was carried out on the tagger and three of the parsers.

Place, publisher, year, edition, pages
2005. Vol. 3406, 142-154 p.
Series
LECTURE NOTES IN COMPUTER SCIENCE, ISSN 0302-9743 ; 3406
National Category
Mathematics
Identifiers
URN: urn:nbn:se:kth:diva-42741ISI: 000228725100014Scopus ID: 2-s2.0-24344460570ISBN: 3-540-24523-5 (print)OAI: oai:DiVA.org:kth-42741DiVA: diva2:447968
Conference
6th Annual Conference on Intelligent Text Processing and Computational Linguistics Location: Mexico City, MEXICO Date: FEB 13-19, 2005
Note
QC 20111013Available from: 2011-10-13 Created: 2011-10-12 Last updated: 2011-10-13Bibliographically approved

Open Access in DiVA

No full text

Scopus

Search in DiVA

By author/editor
Bigert, JohnnySjöbergh, JonasKnutsson, Ola
By organisation
Numerical Analysis and Computer Science, NADA
Mathematics

Search outside of DiVA

GoogleGoogle Scholar

isbn
urn-nbn

Altmetric score

isbn
urn-nbn
Total: 39 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf