Adding Context Information to Part Of Speech Tagging for Dialogues

@inproceedings{Kbler2010AddingCI,
  title={Adding Context Information to Part Of Speech Tagging for Dialogues},
  author={Sandra K{\"u}bler and Matthias Scheutz and Eric Baucom},
  year={2010}
}
Part-of-speech (POS) tagging for English is often consider e a solved problem, with accuracies for POS tagging the Penn Treebank of aro und 97%. However, POS tagging generally assumes that there is a large in-domain training set available, and that the domain is carefully edi ted written language. We investigate the performance of Markov model and ma ximum entropy POS taggers given a small data set of spontaneous dialo gues in a collaborative search task. We investigate whether adding info… CONTINUE READING
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