Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation
Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang
论文链接A Large-Scale Chinese Short-Text Conversation Dataset
Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang
论文链接 代码下载KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation
Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu
论文链接 代码下载Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition
Ryuichi Takanobu, Runze Liang, Minlie Huang
论文链接A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction
Yilin Niu, Fangkai Jiao, Mantong Zhou, Ting Yao, Jingfang Xu, Minlie Huang
论文链接 代码下载ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang
论文链接 代码下载Dialogue Distillation: Open-domain Dialogue Augmentation Using Unpaired Data
Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao, Xiaoxi Mao, Yadong Xi, Minlie Huang
论文链接Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
论文链接 代码下载UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation
Jian Guan, Minlie Huang
论文链接 代码下载SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge
Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang
论文链接 代码下载Robustness to Modification with Shared Words in Paraphrase Identification
Zhouxing Shi, Minlie Huang
论文链接Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings
论文链接Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation
Chujie Zheng, Yunbo Cao, Daxin Jiang, Minlie Huang
论文链接 代码下载Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness
Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang
论文链接A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data
Yinhe Zheng, Rongsheng Zhang, Xiaoxi Mao, Minlie Huang
论文链接Challenges in Building Intelligent Open-domain Dialog Systems
Minlie Huang, Xiaoyan Zhu, Jianfeng Gao
论文链接A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation
Jian Guan, Fei Huang, Zhihao Zhao, Minlie Huang
论文链接CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset
Qi Zhu, Kaili Huang, Zheng Zhang, Xiaoyan Zhu, Minlie Huang
论文链接Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization
Mantong Zhou, Minlie Huang, Xiaoyan Zhu
论文链接Out-of-domain Detection for Natural Language Understanding in Dialog Systems
Yinhe Zheng, Guanyi Chen, Minlie Huang
论文链接Generating Commonsense Explanation by Extracting Bridge Concepts
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang
论文链接 代码下载