Part-of-Speech Tagging with Neural Networks

Details Part-of-Speech Tagging with Neural Networks Part-of-Speech Tagging with Neural Networks

1994-10-24

arxiv.org/abs/cmp-lg/9410018v1

Coling-94, 172-176

Computer Science

Computation and Language

5 pages

Scientific paper

Text corpora which are tagged with part-of-speech information are useful in many areas of linguistic research. In this paper, a new part-of-speech tagging method based on neural networks (Net- Tagger) is presented and its performance is compared to that of a HMM-tagger and a trigram-based tagger. It is shown that the Net- Tagger performs as well as the trigram-based tagger and better than the HMM-tagger.

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