MetaLTDS

Code for our paper Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems (AAAI2023).

Installation

pip install -r requirements.txt
cd data
bash download.sh

Train

bash train_tmab.sh

Test

bash test.sh

Note

This code is based on andreamad8/ToDCL: Continual Learning for Task-Oriented Dialogue Systems.

Citation

@inproceedings{xu2023balanced,
  title={Balanced meta learning and diverse sampling for lifelong task-oriented dialogue systems},
  author={Xu, Qiancheng and Yang, Min and Xu, Ruifeng},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={37},
  number={11},
  pages={13843--13852},
  year={2023}
}