Some example scripts on pytorch
Uses BiLSTM CRF loss with char CNN embeddings. To run use:
cd data/conll2000
bash get_data.sh
cd ..
python chunking_bilstm_crf_char_concat.py # Takes around # 8 hours on Tesla K80 GPU
92.82% mean F1 on test data.
Some example scripts on pytorch
Some example scripts on pytorch
Uses BiLSTM CRF loss with char CNN embeddings. To run use:
cd data/conll2000
bash get_data.sh
cd ..
python chunking_bilstm_crf_char_concat.py # Takes around # 8 hours on Tesla K80 GPU
92.82% mean F1 on test data.
Some example scripts on pytorch
Apache License 2.0