Connected various POS and NER models to classes to check_branch #4
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#3
Converted the POS and NER models to classes.
While testing I encountered issues with the Word_Emeddings files, glove50.txt and sumerian_word2vec_50.txt both contained a line that was unreadable by the model and hence removed it.
The following is a short file that describes the issues I faced while trying to execute the files (the issue occurs even with the original CLI (prediction.py) files).:
POS_CRF, NER_CRF = prediction via pipeline working FINE, POS_NER to conll working FINE
POS_HMM = prediction via pipeline working FINE, POS_NER to conll list index out of range
POS_Bi_LSTM, NER_Bi_LSTM = prediction via pipeline working FINE, POS_NER to conll working FINE
POS_Bi_LSTM_CRF = prediction via pipeline working FINE, POS_NER to conll working FINE
NER_Bi_LSTM_CRF = Key Error, (possible issue with sumerian_vocab.pkl file created while training)
Note: POS_Bi_LSTM_CRF this works when MAX is set to 19.