Homework 1 - Intent Classification & Slot Tagging

Applied Deep Learning Fall 2022

Shortcuts

• Kaggle - Intent Classification
• Kaggle - Slot Tagging

Environment

python 3.9

# If you have conda, you can build a conda environment called "adl-hw1"
make
conda activate adl-hw1
pip install -r requirement.txt

# Otherwise
pip install -r requirements.in

Preprocessing

bash preprocess.sh

Intent cls

default device is CPU, recommending use GPU with --device cuda

# train
python train_intent.py

# test
bash ./intent_cls.sh /path/to/test.json /path/to/pred.csv

## or
python test_intent.py --test_file /path/to/test.json --ckpt_path /path/to/pred.csv

Slot tag

default device is CPU, recommending use GPU with --device cuda

# train
python train_slot.py

# test
bash ./slot_tag.sh /path/to/test.json /path/to/pred.csv

## or
python test_slot.py --test_file /path/to/test.json --ckpt_path /path/to/pred.csv