run.sh

# !/bin/sh

source env/bin/activate


#default arguments are given in comments. To run the codes in a different setting, please uncomment the arguments

if [ "$1" = "lstm" ]; then
    cd ./LSTM
    if [ "$2" = "crf" ]; then
        python lstm.py -c #-b 8 -epoch 10 -emb 100 -l 128 -layers 5 -hidden 32 -lr 0.01 -v ./glove.6B/glove.6B.100d.txt 
    else
        python lstm.py #-b 8 -epoch 10 -emb 100 -l 128 -layers 5 -hidden 32 -lr 0.01 -v ./glove.6B/glove.6B.100d.txt
    fi
elif [ "$1" = "bert" ]; then
    cd ./PLM
    if [ "$2" = "crf" ]; then
        python train.py -c #-b 4 -epoch 10 -l 128 -lr 1e-5 -m bert-base-uncased
        python eval.py -c #-b 4 -epoch 10 -l 128 -lr 1e-5 -m bert-base-uncased
    else
        python train.py #-b 4 -epoch 10 -l 128 -lr 1e-5 -m bert-base-uncased
        python eval.py #-b 4 -epoch 10 -l 128 -lr 1e-5 -m bert-base-uncased
    fi
elif [ "$1" = "distilbert" ]; then
    cd ./PLM
    if [ "$2" = "crf" ]; then
        python train.py -c -m distilbert-base-uncased #-b 4 -epoch 10 -l 128 -lr 1e-5
        python eval.py -c -m distilbert-base-uncased #-b 4 -epoch 10 -l 128 -lr 1e-5
    else
        python train.py -m distilbert-base-uncased #-b 4 -epoch 10 -l 128 -lr 1e-5
        python eval.py -m distilbert-base-uncased #-b 4 -epoch 10 -l 128 -lr 1e-5
    fi
else
    cd ./Baseline
    python baseline.py
fi