Comparing a Linguistic and a Stochastic Tagger (1997)
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| Venue: | Proceedings of the Thirty-Fifth Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics |
| Citations: | 27 - 1 self |
BibTeX
@INPROCEEDINGS{Samuelsson97comparinga,
author = {Christer Samuelsson and Atro Voutilainen},
title = {Comparing a Linguistic and a Stochastic Tagger},
booktitle = {Proceedings of the Thirty-Fifth Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics},
year = {1997},
pages = {246--253},
publisher = {ACL}
}
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Abstract
Concerning different approaches to automatic PoS tagging: EngCG-2, a constraintbased morphological tagger, is compared in a double-blind test with a state-of-the-art statistical tagger on a common disambiguation task using a common tag set. The ex- periments show that for the same amount of remaining ambiguity, the error rate of the statistical tagger is one order of magnitude greater than that of the rule-based one. The two related issues of priming effects compromising the results and disagreement between human annotators are also addressed.
