PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives

Silin Gao¹, Beatriz Borges¹, Soyoung Oh¹, Deniz Bayazit¹, Saya Kanno², Hiromi Wakaki², Yuki Mitsufuji², Antoine Bosselut¹

¹EPFL   ²Sony

This is the official repository for our paper PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives.

Our proposed persona-grounded commonsense knowledge graph (PeaCoK) in the paper is also released here.

Our experiments contain two parts:

• Persona Knowledge Generalization (Section 6), please see: knwoledge_generation/README.md
• Downstream Persona-Grounded Dialogue Modeling (Section 7), please see: dialogue_generation/README.md

Citation

@inproceedings{gao2023peacok,
  title={PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives},
  author={Gao, Silin and Borges, Beatriz and Oh, Soyoung and Bayazit, Deniz and Kanno, Saya and Wakaki, Hiromi and Mitsufuji, Yuki and Bosselut, Antoine},
  booktitle={Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
  pages={6569--6591},
  year={2023}
}