Applying System Combination to Base Noun Phrase Identification

Full Text

Authors:

E. F. T. Kim-Sang and W. Daelemans and H. Dejean and R. Koeling and Y. Krymolowski and Vasin Punyakanok and Dan Roth

Abstract:

We use seven machine learning algorithms for one task: identifying base noun phrases. The results have been processed by different system combination methods and all of those outperformed the best individual result. We have applied the seven learners with the best combinator, a majority votes of the top five systems, to a standard data set and managed to improve the best published result for this data set.

Citation:

E. F. T. Kim-Sang and W. Daelemans and H. Dejean and R. Koeling and Y. Krymolowski and V. Punyakanok and D. Roth, Applying System Combination to Base Noun Phrase Identification. COLING-ACL  (2000) pp. 857--863

Bibitem:

@conference{KDDKKPR00,
  author = {E. F. T. Kim-Sang and W. Daelemans and H. Dejean and R. Koeling and Y. Krymolowski and V. Punyakanok and D. Roth},
  title = {Applying System Combination to Base Noun Phrase Identification},
  booktitle = {COLING-ACL},
  pages = {857--863},
  year = {2000},
  url = " http://cogcomp.cs.illinois.edu/papers/KDDKKPR00.pdf",
  funding = {NSF98,KDI},
}