Execute setup.sh
file to create a virtual environment and install the required packages
Execute run.sh
file to train and evaluate models:
Command: run.sh [bert/lstm/distilbert] [crf/base]
Example:
-
LSTM:
run.sh lstm base
# Please download GloVe word embedding vectors and place it in the LSTM folder. It should be stored in a folder called "glove.6B" -
BERT+CRF:
run.sh bert crf
-
DistilBERT+CRF:
run.sh distilbert crf
-
Majority Baseline:
run.sh