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A dialogue commonsense reasoner that generates Chain-of-Thought knowledge in a multi-hop manner given a dialogue history. Our DOCTOR is trained with DONUT which is also available on huggingface.

Links for Reference

For more details, you can look at our paper Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents. If you find the following model helpful, please consider citing our paper!

BibTeX:

@misc{chae2023dialogue,
      title={Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents}, 
      author={Hyungjoo Chae and Yongho Song and Kai Tzu-iunn Ong and Taeyoon Kwon and Minjin Kim and Youngjae Yu and Dongha Lee and Dongyeop Kang and Jinyoung Yeo},
      year={2023},
      eprint={2310.09343},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
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Dataset used to train DLI-Lab/DOCTOR