HLSN

Implementation of "Balance the Labels: Hierarchical Label Structured Network for Dialogue Act Recognition" (IJCNN 2021). Some code in this repository is based on the excellent open-source project https://github.com/iYUYUE/CIKM-2019-CDA.

Requirements

• Python 3 with PyTorch, pandas and sklearn

Data

• Mastodon
• Dialogbank

Train

python src/run.py train --ld 0.3 --lr 0.002 --lstm_hidden 400

Test

python src/run.py test --model ./model/geqybwhcae/ --model_file 5 --lstm_hidden 400

Tune

python src/run.py tune