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The implementation of the papers on dual learning of natural language understanding and generation. (ACL2019,2020; Findings of EMNLP 2020)

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dualug's Introduction

Dual Learning of NLU and NLG

The implementation of the papers:

"Dual supervised learning for natural language understanding and generation" (ACL 2019) --> dual training/

"Towards Unsupervised Language Understanding and Generation by Joint Dual Learning" (ACL 2020) --> dual training/

"Dual Inference for Improving Language Understanding and Generation" (Findings of EMNLP 2020) --> dual inference/

References

Main papers to be cited:

@inproceedings{su2019dual,
  title={Dual supervised learning for natural language understanding and generation},
  author={Su, Shang-Yu and Huang, Chao-Wei and Chen, Yun-Nung},
 booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
    year={2019}
}

@inproceedings{su2020joint,
  title={Towards Unsupervised Language Understanding and Generation by Joint Dual Learning},
  author={Su, Shang-Yu and Huang, Chao-Wei and Chen, Yun-Nung},
 booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
    year={2020}
}

@inproceedings{su2020dual,
  title={Dual Inference for Improving Language Understanding and Generation},
  author={Su, Shang-Yu and Chuang, Yung-Sung and Chen, Yun-Nung},
   booktitle = {Findings of EMNLP 2020},
    year={2020}
}

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