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Incremental Part-of-speech Tagger

A part-of-speech tagger using averaged perceptrong and tagging history

Usage

You first should prepare 4 files:

  • Preliminary segmented word corpus (train.words, dev.words)
  • POS corpus corresponding above words (train.pos, dev.pos)

To train the tagging model using:

  • Word unigram

  • POS bigram

  • Word window with width = 3

  • 5 POS histories,

  • 10 training epoch run below:

    postagger-train.py train dev model 1 2 3 5 10

Contributors

  • Yusuke Oda (@odashi)

We are counting more contributions from you.

Contact

If you find an issue, please contact Y.Oda

  • yus.takara (at) gmail.com
  • @odashi_t on Twitter

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Incremental part-of-speech tagger using tagging histories

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