conversation-chronicles / conversation-chronicles

Conversation Chronicles: Towards Diverse Temporal and Relational Dynamics in Multi-Session Conversations

🕰️ Conversation Chronicles

Code for Proceedings of EMNLP 2023 paper "Conversation Chronicles: Towards Diverse Temporal and Relational Dynamics in Multi-Session Conversations" Jihyoung Jang, MinSeong Boo, and Hyounghun Kim.

Dataset and Model

• We have uploaded our dataset and model to Hugging Face.
• Conversation Chronicles - Dataset
• ReBot - Generation Module
• ReBot - Summarizaiton Module

Requirements

pip install torch
pip install transformers
pip install colorful

You can set up the environment easily through a conda environment file. Please refer to the usage section.

Useage

conda env create -f environment.yml
conda activate rebot
python rebot.py

Acknowledgments

Base code is from "SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization" paper's code repository, thanks.

Citation Infromation

@inproceedings{jang-etal-2023-conversation,
    title = "Conversation Chronicles: Towards Diverse Temporal and Relational Dynamics in Multi-Session Conversations",
    author = "Jang, Jihyoung  and
      Boo, Minseong  and
      Kim, Hyounghun",
    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.838",
    doi = "10.18653/v1/2023.emnlp-main.838",
    pages = "13584--13606",
}