Significance tests for the evaluation of ranking methods

Beitrag bei einer Tagung
(Konferenzbeitrag)


Details zur Publikation

Autor(en): Evert S
Verlagsort: Geneva, Switzerland
Jahr der Veröffentlichung: 2004
Tagungsband: Proceedings of the 20th International Conference on Computational Linguistics (Coling 2004)
Seitenbereich: 945-951
Sprache: Englisch


Abstract


This paper presents a statistical model that interprets the evaluation of ranking methods as a random experiment. This model predicts the variability of evaluation results, so that appropriate significance tests for the results can be derived. The paper concludes with an empirical validation of the model on a collocation extraction task.



FAU-Autoren / FAU-Herausgeber

Evert, Stefan Prof. Dr.
Professur für Korpuslinguistik


Zitierweisen

APA:
Evert, S. (2004). Significance tests for the evaluation of ranking methods. In Proceedings of the 20th International Conference on Computational Linguistics (Coling 2004) (pp. 945-951). Geneva, Switzerland.

MLA:
Evert, Stefan. "Significance tests for the evaluation of ranking methods." Proceedings of the Proceedings of the 20th International Conference on Computational Linguistics (Coling 2004) Geneva, Switzerland, 2004. 945-951.

BibTeX: 

Zuletzt aktualisiert 2018-17-05 um 07:09