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DISCERN: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading

Published in The Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020


@inproceedings{gao-etal-2020-discern,
    title = "Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading",
    author = "Gao, Yifan  and
      Wu, Chien-Sheng  and
      Li, Jingjing  and
      Joty, Shafiq  and
      Hoi, Steven C.H.  and
      Xiong, Caiming  and
      King, Irwin  and
      Lyu, Michael",
    booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.emnlp-main.191",
    doi = "10.18653/v1/2020.emnlp-main.191",
    pages = "2439--2449",
}

Improving Limited Labeled Dialogue State Tracking with Self-Supervision

Published in The Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020


@@inproceedings{wu-etal-2020-improving-limited,
    title = "Improving Limited Labeled Dialogue State Tracking with Self-Supervision",
    author = "Wu, Chien-Sheng  and
      Hoi, Steven C.H.  and
      Xiong, Caiming",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2020",
    month = nov,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.findings-emnlp.400",
    doi = "10.18653/v1/2020.findings-emnlp.400",
    pages = "4462--4472",
}

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference

Published in The Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020


@inproceedings{zhang-etal-2020-discriminative,
    title = "Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference",
    author = "Zhang, Jianguo  and
      Hashimoto, Kazuma  and
      Liu, Wenhao  and
      Wu, Chien-Sheng  and
      Wan, Yao  and
      Yu, Philip  and
      Socher, Richard  and
      Xiong, Caiming",
    booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.emnlp-main.411",
    doi = "10.18653/v1/2020.emnlp-main.411",
    pages = "5064--5082",
}

Probing Task-Oriented Dialogue Representation from Language Models

Published in The Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020


@inproceedings{wu-xiong-2020-probing,
    title = "Probing Task-Oriented Dialogue Representation from Language Models",
    author = "Wu, Chien-Sheng  and
      Xiong, Caiming",
    booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.emnlp-main.409",
    doi = "10.18653/v1/2020.emnlp-main.409",
    pages = "5036--5051",
}