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KEMI

The model and analysis implementation of Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations (ACL 2023), which can be downloaded via this url.

The code is built upon this repo.

Run the code

Under the 'blenderbot' directory,

  1. Run 'bash RUN/prepare_strat.sh' to prepare the data.
  2. Run 'bash RUN/train_strat.sh' to train the model.
  3. Run 'bash RUN/infer_strat.sh' to evaluate the model.

Analysis of Mixed Initiative

Under the 'eafr' directory, you can find the fingerprint data of the analysis results on ESConv and EmpatheticDialogues.

Citation

If the code or data is used in your research, please star this repo and cite our paper as follows:

@article{DBLP:journals/corr/abs-2305-10172,
  author       = {Yang Deng and
                  Wenxuan Zhang and
                  Yifei Yuan and
                  Wai Lam},
  title        = {Knowledge-enhanced Mixed-initiative Dialogue System for Emotional
                  Support Conversations},
  journal      = {CoRR},
  volume       = {abs/2305.10172},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.10172},
}