开放领域人机对话技术研究

61876096
2018
F0606.自然语言处理
黄民烈
面上项目
副教授
清华大学
65万元
聊天机器人;深度学习;自然语言处理;语言生成;开放域对话系统
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
查看更多信息请先登录或注册
查看更多信息请先登录或注册
查看更多信息请先登录或注册
重置
序号 标题 类型 作者
1 Out-of-Domain Detection for Natural Language Understanding in Dialog Systems 期刊论文 Yinhe Zheng;Guanyi Chen;Minlie Huang
2 CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation 会议论文 Pei Ke;Hao Zhou;Yankai Lin;Peng Li;Jie Zhou;Xiaoyan Zhu;Minlie Huang
3 Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog 会议论文 Ryuichi Takanobu;Hanlin Zhu;Minlie Huang
4 Continual Prompt Tuning for Dialog State Tracking 会议论文 Qi Zhu;Bing Li;Fei Mi;Xiaoyan Zhu;Minlie Huang
5 Story Ending Generation with Incremental Encoding and Commonsense Knowledge 会议论文 Jian Guan;Yansen Wang;Minlie Huang
6 Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition 会议论文 Ryuichi Takanobu;Runze Liang;Minlie Huang
7 LaMemo: Language Modeling with Look-Ahead Memory 会议论文 Haozhe Ji;Rongsheng Zhang;Zhenyu Yang;Zhipeng Hu;Minlie Huang
8 PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support 会议论文 Hao Sun;Zhenru Lin;Chujie Zheng;Siyang Liu;Minlie Huang
9 OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics 会议论文 Jian Guan;Zhexin Zhang;Zhuoer Feng;Zitao Liu;Wenbiao Ding;Xiaoxi Mao;Changjie Fan;Minlie Huang
10 A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data 会议论文 Yinhe Zheng;Rongsheng Zhang;Xiaoxi Mao;Minlie Huang
11 Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning 会议论文 Ryuichi Takanobu;Tao Zhuang;Minlie Huang;Jun Feng;Haihong Tang;Bo Zheng
12 JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs 会议论文 Pei Ke;Haozhe Ji;Yu Ran;Xin Cui;Liwei Wang;Linfeng Song;Xiaoyan Zhu;Minlie Huang
13 DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer 会议论文 Haozhe Ji;Minlie Huang
14 Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework 会议论文 Zhihong Shao;Minlie Huang
15 Story Ending Selection by Finding Hints From Pairwise Candidate Endings 期刊论文 Mantong Zhou;Minlie Huang;Xiaoyan Zhu
16 现代自然语言生成 (Modern Natural Language Generation) 专著 黄民烈;黄斐;朱小燕
17 HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management 会议论文 Silin Gao;Ryuichi Takanobu;Wei Peng;Qun Liu;Minlie Huang
18 一种文本生成方法及系统 专利 黄民烈;柯沛;朱小燕
19 多模态对话状态处理方法、装置、介质及计算设备 专利 黄民烈;朱小燕
20 一种基于词替换的文本生成方法、系统及存储介质 专利 黄民烈;温佳鑫
21 Robustness to Modification with Shared Words in Paraphrase Identification 会议论文 Zhouxing Shi;Minlie Huang
22 Chaining Simultaneous Thoughts for Numerical Reasoning 会议论文 Zhihong Shao;Fei Huang;Minlie Huang
23 On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark 会议论文 Hao Sun;Guangxuan Xu;Jiawen Deng;Jiale Cheng;Chujie Zheng;Hao Zhou;Nanyun Peng;Xiaoyan Zhu;Minlie Huang
24 LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation 期刊论文 Jian Guan;Zhuoer Feng;Yamei Chen;Yamei Chen;Xiaoxi Mao;Changjie Fan;Minlie Huang
25 A Corpus for Understanding and Generating Moral Stories 会议论文 Jian Guan;Ziqi Liu;Minlie Huang
26 结构化知识驱动的开放领域对话系统研究 奖励 周昊
27 Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation 会议论文 Pei Ke;Haozhe Ji;Zhenyu Yang;Yi Huang;Junlan Feng;Xiaoyan Zhu;Minlie Huang
28 A Large-Scale Chinese Short-Text Conversation Dataset 会议论文 Yida Wang;Pei Ke;Yinhe Zheng;Kaili Huang;Yong Jiang;Xiaoyan Zhu;Minlie Huang
29 Challenges in Building Intelligent Open-domain Dialog Systems 期刊论文 Minlie Huang;Xiaoyan Zhu;Jianfeng Gao
30 Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths 会议论文 Haozhe Ji;Pei Ke;Shaohan Huang;Furu Wei;Minlie Huang
31 A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering 会议论文 Zhihong Shao;Lifeng Shang;Qun Liu;Minlie Huang
32 Robustness Verification for Transformers 会议论文 Zhouxing Shi;Huan Zhang;Kai-Wei Chang;Minlie Huang;Cho-Jui Hsieh
33 KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation 会议论文 Hao Zhou;Chujie Zheng;Kaili Huang;Minlie Huang;Xiaoyan Zhu
34 Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data 会议论文 Rongsheng Zhang;Yinhe Zheng;Jianzhi Shao;Xiaoxi Mao;Yadong Xi;Minlie Huang
35 COLD: A Benchmark for Chinese Offensive Language Detection 会议论文 Jiawen Deng;Jingyan Zhou;Hao Sun;Chujie Zheng;Fei Mi;Helen Meng;Minlie Huang
36 Transferable Persona-Grounded Dialogues via Grounded Minimal Edits 会议论文 Chen Henry Wu;Yinhe Zheng;Xiaoxi Mao;Minlie Huang
37 Directed Acyclic Transformer for Non-Autoregressive Machine Translation 会议论文 Fei Huang;Hao Zhou;Yang Liu;Hang Li;Minlie Huang
38 CEM: Commonsense-Aware Empathetic Response Generation 会议论文 Sahand Sabour;Chujie Zheng;Minlie Huang
39 基于知识图谱的智能对话推荐方法及装置 专利 黄民烈;马文畅
40 基于推理步骤串接的数值推理方法、系统及存储介质 专利 黄民烈;邵智宏
41 一种基于语义的无监督常识问答方法及系统 专利 黄民烈;牛艺霖
42 多智能体行动策略学习方法、装置、介质和计算设备 专利 黄民烈;高信龙一
43 A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues 会议论文 Zhouxing Shi;Minlie Huang
44 Towards Emotional Support Dialogue Systems 会议论文 Siyang Liu;Chujie Zheng;Orianna Demasi;Sahand Sabour;Yu Li;Zhou Yu;Yong Jiang;Minlie Huang
45 Rethinking and Refining the Distinct Metric 会议论文 Siyang Liu;Sahand Sabour;Yinhe Zheng;Pei Ke;Xiaoyan Zhu;Minlie Huang
46 Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation 会议论文 Zhexin Zhang;Jiale Cheng;Hao Sun;Jiawen Deng;Fei Mi;Yasheng Wang;Lifeng Shang;Minlie Huang
47 Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization 会议论文 Yuxian Gu;Pei Ke;Xiaoyan Zhu;Minlie Huang
48 Persona-Guided Planning for Controlling the Protagonist’s Persona in Story Generation 会议论文 Zhexin Zhang;Jiaxin Wen;Jian Guan;Minlie Huang
49 Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence 会议论文 Jian Guan;Xiaoxi Mao;Changjie Fan;Zitao Liu;Wenbiao Ding;Minlie Huang
50 Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization 期刊论文 Mantong Zhou;Minlie Huang;Xiaoyan Zhu
51 AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text 期刊论文 Zhihong Shao;Zhongqin Wu;Minlie Huang
52 CoMAE: A Hierarchical Framework for Empathetic Conversation Generation 会议论文 Chujie Zheng;Yong Liu;Wei Chen;Yongcai Leng;Minlie Huang
53 Domain-Constrained Advertising Keyword Generation 会议论文 Hao Zhou;Minlie Huang;Yishun Mao;Changlei Zhu;Peng Shu;Xiaoyan Zhu
54 Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation 奖励 Ryuichi Takanobu;Qi Zhu;Jinchao Li;Baolin Peng;Jianfeng Gao;Minlie Huang
55 ARAML: A Stable Adversarial Training Framework for Text Generation 会议论文 Pei Ke;Fei Huang;Minlie Huang;Xiaoyan Zhu
56 AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning 会议论文 Jiaxin Wen;Yeshuang Zhu;Jinchao Zhang;Jie Zhou;Minlie Huang
57 CDConv: A Benchmark for Contradiction Detection in Chinese Conversations 会议论文 Chujie Zheng;Jinfeng Zhou;Yinhe Zheng;Libiao Peng;Zhen Guo;Wenquan Wu;Zhengyu Niu;Hua Wu;Minlie Huang
58 对话(中)奖励评估和对话方法、介质、装置和计算设备 专利 黄民烈;高信龙一
59 建立文本生成模型的方法、装置、介质和计算设备 专利 黄民烈;柯沛;朱小燕
60 基于知识推理的文本生成方法、介质、装置和计算设备 专利 黄民烈;计昊哲
61 人工智能 知识图谱前沿技术 专著 朱小燕;李晶;郝宇;肖寒;黄民烈
62 ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems 会议论文 Qi Zhu;Zheng Zhang;Yan Fang;Xiang Li;Ryuichi Takanobu;Jinchao Li;Baolin Peng;Jianfeng Gao;Xiaoyan Zhu;Minlie Huang
63 Robustness Testing of Language Understanding in Task-Oriented Dialog 会议论文 Jiexi Liu;Ryuichi Takanobu;Jiaxin Wen;Dazhen Wan;Hongguang Li;Weiran Nie;Cheng Li;Wei Peng;Minlie Huang
64 A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation 期刊论文 Jian Guan;Fei Huang;Zhihao Zhao;Xiaoyan Zhu;Minlie Huang
65 CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset 期刊论文 Qi Zhu;Kaili Huang;Zheng Zhang;Xiaoyan Zhu;Minlie Huang
66 大型在线平台上的多场景联合优化研究及应用 奖励 黄民烈
67 对话系统关键技术与应用 奖励 黄民烈;朱小燕;陈海青;赵昆;郑银河;郝宇
68 EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning 会议论文 Hao Zhou;Minlie Huang;Yong Liu;Wei Chen;Xiaoyan Zhu
69 CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation 会议论文 Wenchang Ma;Ryuichi Takanobu;Minlie Huang
70 End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management 期刊论文 Silin Gao;Ryuichi Takanobu;Ryuichi Takanobu;Minlie Huang
71 On the Learning of Non-Autoregressive Transformers 会议论文 Fei Huang;Tianhua Tao;Hao Zhou;Lei Li;Minlie Huang
72 NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer 会议论文 Fei Huang;Zikai Chen;Chen Henry Wu;Qihan Guo;Xiaoyan Zhu;Minlie Huang
73 A Unified Dialogue User Simulator for Few-shot Data Augmentation 会议论文 Dazhen Wan;Zheng Zhang;Qi Zhu;Lizi Liao;Minlie Huang
74 Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph 会议论文 Haozhe Ji;Pei Ke;Shaohan Huang;Furu Wei;Xiaoyan Zhu;Minlie Huang
75 A Hierarchical Framework for Relation Extraction with Reinforcement Learning 会议论文 Ryuichi Takanobu;Tianyang Zhang;Jiexi Liu;Minlie Huang
76 用于多方对话的篇章解析方法、装置、介质及计算设备 专利 黄民烈;朱小燕
77 基于文本扩展的对抗样本生成方法、装置、介质和设备 专利 黄民烈;邵智宏
78 对话方法、介质、装置和计算设备 专利 黄民烈;张正;朱小燕
79 利用可解释推理网络的多关系问答系统 专利 黄民烈;周曼桐;朱小燕
80 模型获取方法、关键词生成方法、装置、介质及计算设备 专利 黄民烈;周昊;朱小燕
81 Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems 会议论文 Zheng Zhang;Minlie Huang;Lizi Liao;Xiaoyan Zhu;Tat-Seng Chua
82 SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge 会议论文 Pei Ke;Haozhe Ji;Siyang Liu;Xiaoyan Zhu;Minlie Huang
83 Diversifying Dialog Generation via Adaptive Label Smoothing 会议论文 Yida Wang;Yinhe Zheng;Yong Jiang;Minlie Huang
84 When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training 奖励 Qi Zhu;Yuxian Gu;Lingxiao Luo;Bing Li;Cheng Li;Wei Peng;Minlie Huang;Xiaoyan Zhu
85 UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation 会议论文 Jian Guan;Minlie Huang
86 Automatic Comment Generation for Chinese Student Narrative Essays 会议论文 Zhexin Zhang;Jian Guan;Guowei Xu;Yixiang Tian;Minlie Huang
87 PPT: Pre-trained Prompt Tuning for Few-shot Learning 会议论文 Yuxian Gu;Xu Han;Zhiyuan Liu;Minlie Huang
88 Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation 会议论文 Chujie Zheng;Yunbo Cao;Daxin Jiang;Minlie Huang
89 Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness 会议论文 Zheng Zhang;Lizi Liao;Xiaoyan Zhu;Tat-Seng Chua;Zitao Liu;Yan Huang;Minlie Huang
90 A Semantic-based Method for Unsupervised Commonsense Question Answering 会议论文 Yilin Niu;Fei Huang;Jiaming Liang;Wenkai Chen;Xiaoyan Zhu;Minlie Huang
91 Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation 会议论文 Ryuichi Takanobu;Qi Zhu;Jinchao Li;Baolin Peng;Jianfeng Gao;Minlie Huang
92 A Large-Scale Chinese Short-Text Conversation Dataset 奖励 Yida Wang;Pei Ke;Yinhe Zheng;Kaili Huang;Yong Jiang;Xiaoyan Zhu;Minlie Huang
93 Long and Diverse Text Generation with Planning-based Hierarchical Variational Model 会议论文 Zhihong Shao;Minlie Huang;Jiangtao Wen;Wenfei Xu;Xiaoyan Zhu
94 Aspect-level Sentiment Analysis using AS-Capsules 会议论文 Yequan Wang;Aixin Sun;Minlie Huang;Xiaoyan Zhu
95 A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction 会议论文 Yilin Niu;Fangkai Jiao;Mantong Zhou;Ting Yao;Jingfang Xu;Minlie Huang
96 Stylized Story Generation with Style-Guided Planning 会议论文 Xiangzhe Kong;Jialiang Huang;Ziquan Tung;Jian Guan;Minlie Huang
97 ChID: A Large-scale Chinese IDiom Dataset for Cloze Test 会议论文 Chujie Zheng;Minlie Huang;Aixin Sun
98 Recent advances and challenges in task-oriented dialog systems 期刊论文 Zheng Zhang;Ryuichi Takanobu;Qi Zhu;Minlie Huang;Xiaoyan Zhu
99 一种知识驱动的对话生成方法及装置 专利 黄民烈;周昊;朱小燕
100 基于反向生成的对话模型攻击方法、系统及存储介质 专利 黄民烈;张哲昕
101 语言风格转换方法及装置 专利 黄民烈;黄斐
102 对抗样本生成方法、介质、装置和计算设备 专利 黄民烈;施舟行
103 文本生成方法、装置、介质和计算设备 专利 邵智宏;黄民烈
104 对话系统中提问的方法及装置、电子设备、计算机可读介质 专利 黄民烈;朱小燕
105 一种个性化对话改写方法及装置 专利 黄民烈
查看更多信息请先登录或注册