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2020 – today
- 2021
[c103]Yinhe Zheng, Zikai Chen, Rongsheng Zhang, Shilei Huang, Xiaoxi Mao, Minlie Huang:
Stylized Dialogue Response Generation Using Stylized Unpaired Texts. AAAI 2021: 14558-14567- [i85]Silin Gao, Ryuichi Takanobu, Wei Peng, Qun Liu, Minlie Huang:
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management. CoRR abs/2105.06041 (2021) - [i84]Chujie Zheng, Yong Liu, Wei Chen, Yongcai Leng, Minlie Huang:
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation. CoRR abs/2105.08316 (2021) - [i83]Xiangzhe Kong, Jialiang Huang, Ziquan Tung, Jian Guan, Minlie Huang:
Stylized Story Generation with Style-Guided Planning. CoRR abs/2105.08625 (2021) - [i82]Jian Guan, Zhexin Zhang, Zhuoer Feng, Zitao Liu, Wenbiao Ding, Xiaoxi Mao, Changjie Fan, Minlie Huang:
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics. CoRR abs/2105.08920 (2021) - [i81]Jian Guan, Xiaoxi Mao, Changjie Fan, Zitao Liu, Wenbiao Ding, Minlie Huang:
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence. CoRR abs/2105.08963 (2021) - [i80]Yida Wang, Yinhe Zheng, Yong Jiang, Minlie Huang:
Diversifying Dialog Generation via Adaptive Label Smoothing. CoRR abs/2105.14556 (2021) - [i79]Yilin Niu, Fei Huang, Jiaming Liang, Wenkai Chen, Xiaoyan Zhu, Minlie Huang:
A Semantic-based Method for Unsupervised Commonsense Question Answering. CoRR abs/2105.14781 (2021) - [i78]Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, Minlie Huang:
Towards Emotional Support Dialog Systems. CoRR abs/2106.01144 (2021) - [i77]Hao Sun, Zhenru Lin, Chujie Zheng, Siyang Liu, Minlie Huang:
PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support. CoRR abs/2106.01702 (2021) - [i76]Fei Huang, Zikai Chen, Chen Henry Wu, Qihan Guo, Xiaoyan Zhu, Minlie Huang:
NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer. CoRR abs/2106.02210 (2021) - [i75]Chen Henry Wu, Yinhe Zheng, Yida Wang, Zhenyu Yang, Minlie Huang:
Semantic-Enhanced Explainable Finetuning for Open-Domain Dialogues. CoRR abs/2106.03065 (2021) - [i74]Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu:
Pre-Trained Models: Past, Present and Future. CoRR abs/2106.07139 (2021) - [i73]Zhihong Shao, Lifeng Shang, Qun Liu, Minlie Huang:
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering. CoRR abs/2106.07174 (2021) - 2020
- [j24]Xiaodong He, Li Deng, Richard Rose, Minlie Huang, Isabel Trancoso, Chao Zhang:
Introduction to the Special Issue on Deep Learning for Multi-Modal Intelligence Across Speech, Language, Vision, and Heterogeneous Signals. IEEE J. Sel. Top. Signal Process. 14(3): 474-477 (2020) - [j23]Jian Guan, Fei Huang, Minlie Huang, Zhihao Zhao, Xiaoyan Zhu:
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. Trans. Assoc. Comput. Linguistics 8: 93-108 (2020) - [j22]Qi Zhu, Kaili Huang, Zheng Zhang, Xiaoyan Zhu, Minlie Huang:
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset. Trans. Assoc. Comput. Linguistics 8: 281-295 (2020) - [j21]Yinhe Zheng
, Guanyi Chen, Minlie Huang:
Out-of-Domain Detection for Natural Language Understanding in Dialog Systems. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1198-1209 (2020) - [j20]Mantong Zhou, Minlie Huang, Xiaoyan Zhu:
Robust Reading Comprehension With Linguistic Constraints via Posterior Regularization. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2500-2510 (2020) - [j19]Minlie Huang, Xiaoyan Zhu, Jianfeng Gao:
Challenges in Building Intelligent Open-domain Dialog Systems. ACM Trans. Inf. Syst. 38(3): 21:1-21:32 (2020) - [c102]Yinhe Zheng, Rongsheng Zhang, Minlie Huang, Xiaoxi Mao:
A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data. AAAI 2020: 9693-9700 - [c101]Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang:
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems. ACL (demo) 2020: 142-149 - [c100]Ryuichi Takanobu, Runze Liang, Minlie Huang:
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition. ACL 2020: 625-638 - [c99]Yilin Niu, Fangkai Jiao, Mantong Zhou, Ting Yao, Jingfang Xu, Minlie Huang:
A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction. ACL 2020: 3916-3927 - [c98]Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu:
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation. ACL 2020: 7098-7108 - [c97]Rongsheng Zhang, Xiaoxi Mao, Le Li, Lin Jiang, Lin Chen, Zhiwei Hu, Yadong Xi, Changjie Fan, Minlie Huang:
Youling: an AI-assisted Lyrics Creation System. EMNLP (Demos) 2020: 85-91 - [c96]Chujie Zheng, Yunbo Cao, Daxin Jiang, Minlie Huang:
Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation. EMNLP (Findings) 2020: 115-125 - [c95]Zhouxing Shi, Minlie Huang:
Robustness to Modification with Shared Words in Paraphrase Identification. EMNLP (Findings) 2020: 164-171 - [c94]Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang:
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph. EMNLP (1) 2020: 725-736 - [c93]Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao, Xiaoxi Mao, Yadong Xi, Minlie Huang:
Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data. EMNLP (1) 2020: 3449-3460 - [c92]Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings:
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems. EMNLP (Findings) 2020: 3461-3474 - [c91]Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang:
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge. EMNLP (1) 2020: 6975-6988 - [c90]Jian Guan, Minlie Huang:
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation. EMNLP (1) 2020: 9157-9166 - [c89]Zhouxing Shi, Huan Zhang, Kai-Wei Chang, Minlie Huang, Cho-Jui Hsieh:
Robustness Verification for Transformers. ICLR 2020 - [c88]Zheng Zhang, Lizi Liao, Xiao-Dan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang:
Learning Goal-oriented Dialogue Policy with opposite Agent Awareness. AACL/IJCNLP 2020: 122-132 - [c87]Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang:
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths. AACL/IJCNLP 2020: 248-257 - [c86]Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Minlie Huang, Zhiyuan Liu:
ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs. AACL/IJCNLP 2020: 770-780 - [c85]Chencheng Xu, Qiao Liu, Minlie Huang, Tao Jiang:
Reinforced Molecular Optimization with Neighborhood-Controlled Grammars. NeurIPS 2020 - [c84]Kaidi Xu, Zhouxing Shi, Huan Zhang, Yihan Wang, Kai-Wei Chang, Minlie Huang, Bhavya Kailkhura, Xue Lin, Cho-Jui Hsieh:
Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond. NeurIPS 2020 - [c83]Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang:
A Large-Scale Chinese Short-Text Conversation Dataset. NLPCC (1) 2020: 91-103 - [c82]Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang:
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation. SIGdial 2020: 297-310 - [i72]Jian Guan, Fei Huang, Zhihao Zhao, Xiaoyan Zhu, Minlie Huang:
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. CoRR abs/2001.05139 (2020) - [i71]Fei Huang, Dazhen Wan, Zhihong Shao, Pei Ke, Jian Guan, Yilin Niu, Xiaoyan Zhu, Minlie Huang:
CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation. CoRR abs/2002.00583 (2020) - [i70]Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang:
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems. CoRR abs/2002.04793 (2020) - [i69]Zhouxing Shi, Huan Zhang, Kai-Wei Chang, Minlie Huang, Cho-Jui Hsieh:
Robustness Verification for Transformers. CoRR abs/2002.06622 (2020) - [i68]Qi Zhu, Kaili Huang, Zheng Zhang, Xiaoyan Zhu, Minlie Huang:
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset. CoRR abs/2002.11893 (2020) - [i67]Kaidi Xu, Zhouxing Shi, Huan Zhang, Minlie Huang, Kai-Wei Chang, Bhavya Kailkhura, Xue Lin, Cho-Jui Hsieh:
Automatic Perturbation Analysis on General Computational Graphs. CoRR abs/2002.12920 (2020) - [i66]Zheng Zhang, Ryuichi Takanobu, Minlie Huang, Xiaoyan Zhu:
Recent Advances and Challenges in Task-oriented Dialog System. CoRR abs/2003.07490 (2020) - [i65]Ryuichi Takanobu, Runze Liang, Minlie Huang:
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition. CoRR abs/2004.03809 (2020) - [i64]Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu:
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation. CoRR abs/2004.04100 (2020) - [i63]Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang:
Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness. CoRR abs/2004.09731 (2020) - [i62]Yilin Niu, Fangkai Jiao, Mantong Zhou, Ting Yao, Jingfang Xu, Minlie Huang:
A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction. CoRR abs/2005.05189 (2020) - [i61]Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang:
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation. CoRR abs/2005.07362 (2020) - [i60]Mantong Zhou, Zhouxing Shi, Minlie Huang, Xiaoyan Zhu:
Knowledge-Aided Open-Domain Question Answering. CoRR abs/2006.05244 (2020) - [i59]Yuexiang Xie, Zhen Wang, Yaliang Li, Bolin Ding, Nezihe Merve Gürel, Ce Zhang, Minlie Huang, Wei Lin, Jingren Zhou:
Interactive Feature Generation via Learning Adjacency Tensor of Feature Graph. CoRR abs/2007.14573 (2020) - [i58]Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang:
A Large-Scale Chinese Short-Text Conversation Dataset. CoRR abs/2008.03946 (2020) - [i57]Jian Guan, Minlie Huang:
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation. CoRR abs/2009.07602 (2020) - [i56]Chujie Zheng, Yunbo Cao, Daxin Jiang, Minlie Huang:
Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation. CoRR abs/2009.09378 (2020) - [i55]Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao, Xiaoxi Mao, Yadong Xi, Minlie Huang:
Dialogue Distillation: Open-domain Dialogue Augmentation Using Unpaired Data. CoRR abs/2009.09427 (2020) - [i54]Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang:
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph. CoRR abs/2009.11692 (2020) - [i53]Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang:
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths. CoRR abs/2009.11753 (2020) - [i52]Yinhe Zheng, Zikai Chen, Rongsheng Zhang, Shilei Huang, Xiaoxi Mao, Minlie Huang:
Stylized Dialogue Response Generation Using Stylized Unpaired Texts. CoRR abs/2009.12719 (2020) - [i51]Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings:
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems. CoRR abs/2010.00910 (2020) - [i50]Ting Han, Ximing Liu, Ryuichi Takanobu, Yixin Lian, Chongxuan Huang, Wei Peng, Minlie Huang:
MultiWOZ 2.3: A multi-domain task-oriented dataset enhanced with annotation corrections and co-reference annotation. CoRR abs/2010.05594 (2020) - [i49]Wenchang Ma, Ryuichi Takanobu, Minghao Tu, Minlie Huang:
Bridging the Gap between Conversational Reasoning and Interactive Recommendation. CoRR abs/2010.10333 (2020) - [i48]R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba:
Overview of the Ninth Dialog System Technology Challenge: DSTC9. CoRR abs/2011.06486 (2020) - [i47]Chencheng Xu, Qiao Liu, Minlie Huang, Tao Jiang:
Reinforced Molecular Optimization with Neighborhood-Controlled Grammars. CoRR abs/2011.07225 (2020) - [i46]Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, YuSheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun:
CPM: A Large-scale Generative Chinese Pre-trained Language Model. CoRR abs/2012.00413 (2020) - [i45]Zhihong Shao, Zitao Liu, Jiyong Zhang, Zhongqin Wu, Minlie Huang:
AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text. CoRR abs/2012.10235 (2020) - [i44]Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou:
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. CoRR abs/2012.15022 (2020) - [i43]Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen, Dazhen Wan, Weiran Nie, Hongyan Li, Cheng Li, Wei Peng, Minlie Huang:
Robustness Testing of Language Understanding in Dialog Systems. CoRR abs/2012.15262 (2020)
2010 – 2019
- 2019
- [j18]Mantong Zhou, Minlie Huang, Xiaoyan Zhu:
Story Ending Selection by Finding Hints From Pairwise Candidate Endings. IEEE ACM Trans. Audio Speech Lang. Process. 27(4): 719-729 (2019) - [j17]Zheng Zhang, Minlie Huang, Zhongzhou Zhao, Feng Ji, Haiqing Chen, Xiaoyan Zhu:
Memory-Augmented Dialogue Management for Task-Oriented Dialogue Systems. ACM Trans. Inf. Syst. 37(3): 34:1-34:30 (2019) - [c81]Jian Guan, Yansen Wang, Minlie Huang:
Story Ending Generation with Incremental Encoding and Commonsense Knowledge. AAAI 2019: 6473-6480 - [c80]Zhouxing Shi, Minlie Huang:
A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues. AAAI 2019: 7007-7014 - [c79]Ryuichi Takanobu, Tianyang Zhang, Jiexi Liu, Minlie Huang:
A Hierarchical Framework for Relation Extraction with Reinforcement Learning. AAAI 2019: 7072-7079 - [c78]Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Zheng Zhang, Yaoqin Zhang, Xiang Li, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao:
ConvLab: Multi-Domain End-to-End Dialog System Platform. ACL (3) 2019: 64-69 - [c77]Chujie Zheng, Minlie Huang, Aixin Sun:
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test. ACL (1) 2019: 778-787 - [c76]Ryuichi Takanobu, Hanlin Zhu, Minlie Huang:
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog. EMNLP/IJCNLP (1) 2019: 100-110 - [c75]Zhihong Shao, Minlie Huang, Jiangtao Wen, Wenfei Xu, Xiaoyan Zhu:
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model. EMNLP/IJCNLP (1) 2019: 3255-3266 - [c74]Pei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu:
ARAML: A Stable Adversarial Training Framework for Text Generation. EMNLP/IJCNLP (1) 2019: 4270-4280 - [c73]Fei Mi, Minlie Huang, Jiyong Zhang, Boi Faltings:
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems. IJCAI 2019: 3151-3157 - [c72]Chen Cui, Wenjie Wang, Xuemeng Song, Minlie Huang, Xin-Shun Xu, Liqiang Nie:
User Attention-guided Multimodal Dialog Systems. SIGIR 2019: 445-454 - [c71]Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng:
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning. WWW 2019: 1771-1781 - [c70]Yequan Wang, Aixin Sun, Minlie Huang, Xiaoyan Zhu:
Aspect-level Sentiment Analysis using AS-Capsules. WWW 2019: 2033-2044 - [c69]Zheng Zhang, Lizi Liao, Minlie Huang, Xiaoyan Zhu, Tat-Seng Chua:
Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems. WWW 2019: 2401-2412 - [c68]Hao Zhou, Minlie Huang, Yishun Mao, Changlei Zhu, Peng Shu, Xiaoyan Zhu:
Domain-Constrained Advertising Keyword Generation. WWW 2019: 2448-2459 - [i42]Yinhe Zheng, Guanyi Chen, Minlie Huang, Song Liu, Xuan Zhu:
Personalized Dialogue Generation with Diversified Traits. CoRR abs/1901.09672 (2019) - [i41]Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng:
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning. CoRR abs/1902.08882 (2019) - [i40]Hao Zhou, Minlie Huang, Yishun Mao, Changlei Zhu, Peng Shu, Xiaoyan Zhu:
Domain-Constrained Advertising Keyword Generation. CoRR abs/1902.10374 (2019) - [i39]Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao:
ConvLab: Multi-Domain End-to-End Dialog System Platform. CoRR abs/1904.08637 (2019) - [i38]Fei Mi, Minlie Huang, Jiyong Zhang, Boi Faltings:
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems. CoRR abs/1905.05644 (2019) - [i37]Minlie Huang, Xiaoyan Zhu, Jianfeng Gao:
Challenges in Building Intelligent Open-domain Dialog Systems. CoRR abs/1905.05709 (2019) - [i36]Chujie Zheng, Minlie Huang, Aixin Sun:
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test. CoRR abs/1906.01265 (2019) - [i35]Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua:
Deep Conversational Recommender in Travel. CoRR abs/1907.00710 (2019) - [i34]Zhihong Shao, Minlie Huang, Jiangtao Wen, Wenfei Xu, Xiaoyan Zhu:
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model. CoRR abs/1908.06605 (2019) - [i33]Pei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu:
ARAML: A Stable Adversarial Training Framework for Text Generation. CoRR abs/1908.07195 (2019) - [i32]Ryuichi Takanobu, Hanlin Zhu, Minlie Huang:
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog. CoRR abs/1908.10719 (2019) - [i31]Zhouxing Shi, Minlie Huang, Ting Yao, Jingfang Xu:
Robustness to Modification with Shared Words in Paraphrase Identification. CoRR abs/1909.02560 (2019) - [i30]Yinhe Zheng, Guanyi Chen, Minlie Huang:
Out-of-domain Detection for Natural Language Understanding in Dialog Systems. CoRR abs/1909.03862 (2019) - [i29]Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang:
SentiLR: Linguistic Knowledge Enhanced Language Representation for Sentiment Analysis. CoRR abs/1911.02493 (2019) - [i28]Yinhe Zheng, Rongsheng Zhang, Xiaoxi Mao, Minlie Huang:
A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data. CoRR abs/1911.04700 (2019) - [i27]Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta:
The Eighth Dialog System Technology Challenge. CoRR abs/1911.06394 (2019) - [i26]Mantong Zhou, Minlie Huang, Xiaoyan Zhu:
Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization. CoRR abs/1911.06948 (2019) - 2018
- [c67]Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu:
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory. AAAI 2018: 730-739 - [c66]Tom Young, Erik Cambria, Iti Chaturvedi, Hao Zhou, Subham Biswas, Minlie Huang:
Augmenting End-to-End Dialogue Systems With Commonsense Knowledge. AAAI 2018: 4970-4977 - [c65]Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu:
Reinforcement Learning for Relation Classification From Noisy Data. AAAI 2018: 5779-5786 - [c64]Tianyang Zhang, Minlie Huang, Li Zhao:
Learning Structured Representation for Text Classification via Reinforcement Learning. AAAI 2018: 6053-6060 - [c63]Pei Ke, Jian Guan, Minlie Huang, Xiaoyan Zhu:
Generating Informative Responses with Controlled Sentence Function. ACL (1) 2018: 1499-1508 - [c62]Yansen Wang, Chenyi Liu, Minlie Huang, Liqiang Nie:
Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders. ACL (1) 2018: 2193-2203 - [c61]Naitong Yu, Jie Zhang, Minlie Huang, Xiaoyan Zhu:
An Operation Network for Abstractive Sentence Compression. COLING 2018: 1065-1076 - [c60]Mantong Zhou, Minlie Huang, Xiaoyan Zhu:
An Interpretable Reasoning Network for Multi-Relation Question Answering. COLING 2018: 2010-2022 - [c59]Qiao Qian, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu:
Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation. IJCAI 2018: 4279-4285 - [c58]Ryuichi Takanobu, Minlie Huang, Zhongzhou Zhao, Feng-Lin Li, Haiqing Chen, Xiaoyan Zhu, Liqiang Nie:
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning. IJCAI 2018: 4403-4410 - [c57]Shiyao Wang, Minlie Huang, Zhidong Deng:
Densely Connected CNN with Multi-scale Feature Attention for Text Classification. IJCAI 2018: 4468-4474 - [c56]Hao Zhou, Tom Young, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu:
Commonsense Knowledge Aware Conversation Generation with Graph Attention. IJCAI 2018: 4623-4629 - [c55]Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen, Liqiang Nie:
Chat More: Deepening and Widening the Chatting Topic via A Deep Model. SIGIR 2018: 255-264 - [c54]Jun Feng, Heng Li, Minlie Huang, Shichen Liu, Wenwu Ou, Zhirong Wang, Xiaoyan Zhu:
Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning. WWW 2018: 1939-1948 - [i25]Zheng Zhang, Minlie Huang, Zhongzhou Zhao, Feng Ji, Haiqing Chen, Xiaoyan Zhu:
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems. CoRR abs/1805.00150 (2018) - [i24]Yansen Wang, Chenyi Liu, Minlie Huang, Liqiang Nie:
Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders. CoRR abs/1805.04843 (2018) - [i23]Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu:
Reinforcement Learning for Relation Classification from Noisy Data. CoRR abs/1808.08013 (2018) - [i22]Jian Guan, Yansen Wang, Minlie Huang:
Story Ending Generation with Incremental Encoding and Commonsense Knowledge. CoRR abs/1808.10113 (2018) - [i21]Jun Feng, Heng Li, Minlie Huang, Shichen Liu, Wenwu Ou, Zhirong Wang, Xiaoyan Zhu:
Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning. CoRR abs/1809.06260 (2018) - [i20]Yilin Niu, Chao Qiao, Hang Li, Minlie Huang:
Word Embedding based Edit Distance. CoRR abs/1810.10752 (2018) - [i19]Jun Feng, Minlie Huang, Yijie Zhang, Yang Yang, Xiaoyan Zhu:
Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning. CoRR abs/1811.01237 (2018) - [i18]Ryuichi Takanobu, Tianyang Zhang, Jiexi Liu, Minlie Huang:
A Hierarchical Framework for Relation Extraction with Reinforcement Learning. CoRR abs/1811.03925 (2018) - [i17]