Paper: Part-Of-Speech Tagging With Neural Networks

ACL ID C94-1027
Title Part-Of-Speech Tagging With Neural Networks
Venue International Conference on Computational Linguistics
Session Main Conference
Year 1994

Text corpora which are tagged with part-of-speech in- formation are useful in many areas of linguistic re- search. In this paper, a new part-of-speech tagging method hased on neural networks (Net-Tagger) is pre- sented and its performance is compared to that of a llMM-tagger (Cutting et al. , 1992) and a trigram- based tagger (Kempe, 1993). It is shown that the Net-Tagger performs as well as the trigram-based tag- ger and better than the iIMM-tagger.