CoAI

A Large-Scale Chinese Short-Text Conversation Dataset

  • NLPCC 2020 (Best Student Paper)

Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang

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Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation

  • SIGDIAL 2020 (Best Paper)

Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang

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A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction

  • ACL 2020

Yilin Niu, Fangkai Jiao, Mantong Zhou, Ting Yao, Jingfang Xu, Minlie Huang

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems

  • ACL 2020 (Demo Paper)

Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang

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SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge

  • EMNLP 2020 (Long Paper)

Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang

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Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph

  • EMNLP 2020 (Long Paper)

Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang

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Dialogue Distillation: Open-domain Dialogue Augmentation Using Unpaired Data

  • EMNLP 2020 (Long Paper)

Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao, Xiaoxi Mao, Yadong Xi, Minlie Huang

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Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation

  • Findings of EMNLP 2020 (Long Paper)

Chujie Zheng, Yunbo Cao, Daxin Jiang, Minlie Huang

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Continual Learning for Natural Language Generation in Task-oriented Dialog Systems

  • Findings of EMNLP (Long Paper)

Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings

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Robustness to Modification with Shared Words in Paraphrase Identification

  • Findings of EMNLP 2020 (Short Paper)

Zhouxing Shi, Minlie Huang

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Generating Commonsense Explanation by Extracting Bridge Concepts

  • AACL 2020 (Long Paper)

Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang

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A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data

  • AAAI 2020

Yinhe Zheng, Rongsheng Zhang, Xiaoxi Mao, Minlie Huang

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Challenges in Building Intelligent Open-domain Dialog Systems

  • TOIS 2020, 38(3): 1-32

Minlie Huang, Xiaoyan Zhu, Jianfeng Gao

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A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation

  • TACL 2020

Jian Guan, Fei Huang, Zhihao Zhao, Minlie Huang

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CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset

  • TACL 2020

Qi Zhu, Kaili Huang, Zheng Zhang, Xiaoyan Zhu, Minlie Huang

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Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization

  • IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2020, 28: 2500-2510

Mantong Zhou, Minlie Huang, Xiaoyan Zhu

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Out-of-domain Detection for Natural Language Understanding in Dialog Systems

  • IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2020, 28: 1198-1209

Yinhe Zheng, Guanyi Chen, Minlie Huang

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Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness

  • AACL 2020

Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang

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