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Hindi-POS-Tagger-and-Chunker-Training-Using-CRF

  • This repository is about training a POS Tagger and Chunker using CRF++ toolkit.
  • For this follow the following steps:
    • bash train_pos_tagger_and_chunker_using_crf.sh hindi-conll-sample-for-training.txt hindi-pos.m hindi-chunk.m
    • First Argument is the CoNLL input file containing POS and Chunk annotations
    • Second Argument is the name of the POS Model (just enter a name)
    • Third Argument is the name of the Chunk Model (just enter a name)
  • For installing CRF++, go to the website: https://taku910.github.io/crfpp/)

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baseline crf model to be used as example

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  • Python 90.8%
  • Shell 9.2%