kamelliao / adl-hw1

Homework 1 ADL NTU 111 Spring

Task description

Environment

option 1: conda

# This builds a conda environment named 'adl-hw1'
make 

option 2: pip

pip install -r requirements.txt

Preprocessing

# To preprocess intent detection and slot tagging datasets
bash preprocess.sh

Task 1: Intent detection

Training

python3 ./src/train_intent.py --model_id=demo --model=CNN

Testing

python3 ./src/test_intent.py --test_file="./data/intent/test.json" --pred_file="./ckpt/intent/demo/pred.csv" --model_file="./ckpt/intent/demo/model.pt" --model=CNN

Task 2: Sequence tagging

Training

python3 ./src/train_slot.py --model_id=demo 

Testing

python3 ./src/test_slot.py --test_file="./data/slot/test.json" --pred_file="./ckpt/slot/demo/pred.csv" --model_file="./ckpt/slot/demo/model.pt"