CoAI

CEM: Commonsense-aware Empathetic Response Generation

  • AAAI 2022

Sahand Sabour, Chujie Zheng, Minlie Huang

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PPT: Pre-trained Prompt Tuning for Few-shot Learning

  • ACL 2022 (Long Paper)

Yuxian Gu,Xu Han,Zhiyuan Liu,Minlie Huang

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Continual Prompt Tuning for Dialog State Tracking

  • ACL 2022 (Long Paper)

Qi Zhu,Bing Li,Fei Mi,Xiaoyan Zhu,Minlie Huang

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CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation

  • ACL 2022 (Long Paper)

Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang

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Rethinking and Refining the Distinct Metric

  • ACL 2022 (Short Paper)

Siyang Liu,Sahand Sabour,Yinhe Zheng,Pei Ke,Xiaoyan Zhu,Minlie Huang

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On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark

  • Findings of ACL 2022

Hao Sun,Guangxuan Xu,Jiawen Deng,Jiale Cheng,Chujie Zheng,Hao Zhou,Nanyun Peng,Xiaoyan Zhu,Minlie Huang

LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation

  • TACL 2022

Jian Guan,Zhuoer Feng,Yamei Chen,Ruilin He,Xiaoxi Mao,Changjie Fan,Minlie Huang

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Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation

  • IJCAI 2022

Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang

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LaMemo: Language Modeling with Look-Ahead Memory

  • NAACL 2022

Haozhe Ji, Rongsheng Zhang, Zhenyu Yang, Zhipeng Hu, Minlie Huang

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On the Learning of Non-Autoregressive Transformers

  • ICML 2022

Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang

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End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management

  • IEEE/ACM Transactions on Audio, Speech, and Language Processing

Silin Gao; Ryuichi Takanobu; Antoine Bosselut; Minlie Huang

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AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text

  • IEEE/ACM Transactions on Audio, Speech, and Language Processing

Zhihong Shao,Zhongqin Wu,Minlie Huang

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COLD: A Benchmark for Chinese Offensive Language Detection

  • EMNLP 2022

Jiawen Deng, Jingyan Zhou, Hao Sun, Chujie Zheng, Fei Mi, Helen Meng, Minlie Huang

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CDConv: A Benchmark for Contradiction Detection in Chinese Conversations

  • EMNLP 2022

Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zhengyu Niu, Hua Wu, Minlie Huang

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Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation

  • Findings of EMNLP 2022

Zhexin Zhang, Jiale Cheng, Hao Sun, Jiawen Deng, Fei Mi, Yasheng Wang, Lifeng Shang, Minlie Huang

Chaining Simultaneous Thoughts for Numerical Reasoning

  • Findings of EMNLP 2022

Zhihong Shao, Fei Huang, Minlie Huang

AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning

  • Findings of EMNLP 2022

Jiaxin Wen, Yeshuang Zhu, Jinchao Zhang, Jie Zhou, Minlie Huang

A Unified Dialogue User Simulator for Few-shot Data Augmentation

  • Findings of EMNLP 2022

Dazhen Wan, Zheng Zhang, Qi Zhu, Lizi Liao, Minlie Huang

Automatic Comment Generation for Chinese Student Narrative Essays

  • EMNLP 2022 (demo)

Zhexin Zhang, Jian Guan, Guowei Xu, Yixiang Tian and Minlie Huang