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Unsupervised POS tagging

This repository is the implementation of the unsupervised POS tagging system as described in ___. This work is based on unsupervised NER task by using KALM https://arxiv.org/abs/1904.04458.

Scripts

a) data_analysis_baseline.ipynb - this notebook implements loading, preprocessing and analysis on Penn Treebank WSJ corpus. Also, this notebook implements and evaluate baseline model which tags a token based on the majority class.
b) Base LSTM model.ipynb - this notebook implements simple vanilla LTSM model for autoregressive modeling using KALM.

Collaborators

Ashwin Bhola, Chinmay Singhal, Raghav Jajodia, Sarthak Agarwal

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