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XPersona: Evaluating Multilingual Personalized Chatbot

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XPersona: Evaluating Multilingual Personalized Chatbot

License: MIT

This is the source code of the paper:

XPersona: Evaluating Multilingual Personalized Chatbot. [PDF]

If you use any source codes or datasets included in this toolkit in your work, please cite the following paper. The bibtex is listed below:

@article{lin2020xpersona,
  title={XPersona: Evaluating Multilingual Personalized Chatbot},
  author={Lin, Zhaojiang and Liu, Zihan and Winata, Genta Indra and Cahyawijaya, Samuel and Madotto, Andrea and Bang, Yejin and Ishii, Etsuko and Fung, Pascale},
  journal={arXiv preprint arXiv:2003.07568},
  year={2020}
}

Dataset

XPersona dataset is an extension of the persona-chat dataset. Specifically, we extend the ConvAI2 to other six languages: Chinese, French, Indonesian, Italian, Korean, and Japanese.

Baselines

In this work, we provided multilingual and crosslingual trained baselines. See multilingual and crosslingual folder for more details.

Acknowledgement

This repository is implemented base on Huggingface

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  • Python 98.7%
  • Shell 1.1%
  • Perl 0.2%