aaajeong/InstructDS_Train

EMNLP 2023: Instructive Dialogue Summarization with Query Aggregations (Train & Eval)

InstructDS: Instructive Dialogue Summarization with Query Aggregations

[EMNLP 2023 Slides], [Paper], [Training and Evaluation Code], [Poster], [Dataset]

Dialogue summarization framework described in the paper Instructive Dialogue Summarization with Query Aggregations (EMNLP 2023). This part is for training and evaluation. The demo part can be found at: InstructDS

Framework

Requirements

• Python 3.10

pip install -r requirements.txt

Training

bash train.sh

Evaluation

bash evaluation.sh

Citation

@inproceedings{wang-etal-2023-instructive,
    title = "Instructive Dialogue Summarization with Query Aggregations",
    author = "Wang, Bin  and
      Liu, Zhengyuan  and
      Chen, Nancy",
    editor = "Bouamor, Houda  and
      Pino, Juan  and
      Bali, Kalika",
    booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing",
    month = dec,
    year = "2023",
    address = "Singapore",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.emnlp-main.474",
    pages = "7630--7653",
}

@misc{wang2023instructive,
      title={Instructive Dialogue Summarization with Query Aggregations}, 
      author={Bin Wang and Zhengyuan Liu and Nancy F. Chen},
      year={2023},
      eprint={2310.10981},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}