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ORCIDXiaoyan Zhu 0001
Person information
- affiliation: Tsinghua University, Institute for Artificial Intelligence, State Key Lab of Intelligent Technology and Systems, Beijing, China
- affiliation (PhD 1990): Nagoya Institute of Technology, Japan
Other persons with the same name
- Xiaoyan Zhu — disambiguation page
- Xiaoyan Zhu 0002
![[0000-0002-1574-8762]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-1574-8762")
— University of Chinese Academy of Sciences, School of Economics and Management, Beijing, China - Xiaoyan Zhu 0003 — Xi'an Jiaotong University, Department of Computer Science and Technology, China
- Xiaoyan Zhu 0004 — Jiangsu Electric Power Information Technology Co. Ltd., Nanjing, China
- Xiaoyan Zhu 0005 — Xidian University, State Key Laboratory of Integrated Services Networks, China
- Xiaoyan Zhu 0006 — Xidian University, National Key Laboratory of Integrated Services Networks, Xian, China
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2020 – today
- 2023
[j31]Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Lei Liu, Xiaoyan Zhu, Minlie Huang:
EVA2.0: Investigating Open-domain Chinese Dialogue Systems with Large-scale Pre-training. Mach. Intell. Res. 20(2): 207-219 (2023)- [c107]Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang:
KPT: Keyword-Guided Pre-training for Grounded Dialog Generation. AAAI 2023: 14065-14073 - [c106]Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu, Xiaoyan Zhu, Minlie Huang:
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering. ACL (1) 2023: 9676-9691 - [i51]Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu, Xiaoyan Zhu, Minlie Huang:
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering. CoRR abs/2307.06869 (2023) - 2022
- [c105]Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang:
Rethinking and Refining the Distinct Metric. ACL (2) 2022: 762-770 - [c104]Qi Zhu, Bing Li, Fei Mi, Xiaoyan Zhu, Minlie Huang:
Continual Prompt Tuning for Dialog State Tracking. ACL (1) 2022: 1124-1137 - [c103]Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang:
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. ACL (1) 2022: 2306-2319 - [c102]Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang:
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. ACL (Findings) 2022: 3906-3923 - [c101]Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang:
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization. EMNLP 2022: 1617-1634 - [c100]Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang:
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation. IJCAI 2022: 4178-4184 - [i50]Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang:
Rethinking and Refining the Distinct Metric. CoRR abs/2202.13587 (2022) - [i49]Qi Zhu, Bing Li, Fei Mi, Xiaoyan Zhu, Minlie Huang:
Continual Prompt Tuning for Dialog State Tracking. CoRR abs/2203.06654 (2022) - [i48]Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Xiaoyan Zhu, Jie Tang, Minlie Huang:
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training. CoRR abs/2203.09313 (2022) - [i47]Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang:
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. CoRR abs/2204.00862 (2022) - [i46]Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang:
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation. CoRR abs/2206.02712 (2022) - [i45]Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang:
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization. CoRR abs/2210.09175 (2022) - [i44]Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang:
KPT: Keyword-guided Pre-training for Grounded Dialog Generation. CoRR abs/2212.01739 (2022) - 2021
- [j30]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. AI Open 2: 93-99 (2021) - [j29]Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun:
CPM-2: Large-scale cost-effective pre-trained language models. AI Open 2: 216-224 (2021) - [j28]Yunqi Cai, Lantian Li, Andrew Abel, Xiaoyan Zhu, Dong Wang:
Deep Normalization for Speaker Vectors. IEEE ACM Trans. Audio Speech Lang. Process. 29: 733-744 (2021) - [c99]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. ACL/IJCNLP (Findings) 2021: 1577-1590 - [c98]Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang:
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs. ACL/IJCNLP (Findings) 2021: 2526-2538 - [c97]Yilin Niu, Fei Huang, Jiaming Liang, Wenkai Chen, Xiaoyan Zhu, Minlie Huang:
A Semantic-based Method for Unsupervised Commonsense Question Answering. ACL/IJCNLP (1) 2021: 3037-3049 - [c96]Hao Zhou, Minlie Huang, Yong Liu, Wei Chen, Xiaoyan Zhu:
EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning. EMNLP (1) 2021: 2383-2395 - [i43]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) - [i42]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) - [i41]Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang:
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs. CoRR abs/2106.10502 (2021) - [i40]Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun:
CPM-2: Large-scale Cost-effective Pre-trained Language Models. CoRR abs/2106.10715 (2021) - [i39]Hao Zhou, Pei Ke, Zheng Zhang, Yuxian Gu, Yinhe Zheng, Chujie Zheng, Yida Wang, Chen Henry Wu, Hao Sun, Xiaocong Yang, Bosi Wen, Xiaoyan Zhu, Minlie Huang, Jie Tang:
EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training. CoRR abs/2108.01547 (2021) - [i38]Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang:
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. CoRR abs/2110.08466 (2021) - 2020
- [j27]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) - [j26]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) - [j25]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) - [j24]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) - [c95]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 - [c94]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 - [c93]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 - [c92]Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang:
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge. EMNLP (1) 2020: 6975-6988 - [c91]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 - [i37]Jian Guan, Fei Huang, Zhihao Zhao, Xiaoyan Zhu, Minlie Huang:
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. CoRR abs/2001.05139 (2020) - [i36]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) - [i35]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) - [i34]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) - [i33]Zheng Zhang, Ryuichi Takanobu, Minlie Huang, Xiaoyan Zhu:
Recent Advances and Challenges in Task-oriented Dialog System. CoRR abs/2003.07490 (2020) - [i32]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) - [i31]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) - [i30]Mantong Zhou, Zhouxing Shi, Minlie Huang, Xiaoyan Zhu:
Knowledge-Aided Open-Domain Question Answering. CoRR abs/2006.05244 (2020) - [i29]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) - [i28]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) - [i27]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)
2010 – 2019
- 2019
- [j23]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) - [j22]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) - [c90]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 - [c89]Pei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu:
ARAML: A Stable Adversarial Training Framework for Text Generation. EMNLP/IJCNLP (1) 2019: 4270-4280 - [c88]Yequan Wang, Aixin Sun, Minlie Huang, Xiaoyan Zhu:
Aspect-level Sentiment Analysis using AS-Capsules. WWW 2019: 2033-2044 - [c87]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 - [c86]Hao Zhou, Minlie Huang, Yishun Mao, Changlei Zhu, Peng Shu, Xiaoyan Zhu:
Domain-Constrained Advertising Keyword Generation. WWW 2019: 2448-2459 - [e1]Xiaoyan Zhu, Bing Qin, Xiaodan Zhu, Ming Liu, Longhua Qian:
Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding - 4th China Conference, CCKS 2019, Hangzhou, China, August 24-27, 2019, Revised Selected Papers. Communications in Computer and Information Science 1134, Springer 2019, ISBN 978-981-15-1955-0 [contents] - [i26]Hao Zhou, Minlie Huang, Yishun Mao, Changlei Zhu, Peng Shu, Xiaoyan Zhu:
Domain-Constrained Advertising Keyword Generation. CoRR abs/1902.10374 (2019) - [i25]Minlie Huang, Xiaoyan Zhu, Jianfeng Gao:
Challenges in Building Intelligent Open-domain Dialog Systems. CoRR abs/1905.05709 (2019) - [i24]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) - [i23]Pei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu:
ARAML: A Stable Adversarial Training Framework for Text Generation. CoRR abs/1908.07195 (2019) - [i22]Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang:
SentiLR: Linguistic Knowledge Enhanced Language Representation for Sentiment Analysis. CoRR abs/1911.02493 (2019) - [i21]Mantong Zhou, Minlie Huang, Xiaoyan Zhu:
Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization. CoRR abs/1911.06948 (2019) - 2018
- [c85]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 - [c84]Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu:
Reinforcement Learning for Relation Classification From Noisy Data. AAAI 2018: 5779-5786 - [c83]Pei Ke, Jian Guan, Minlie Huang, Xiaoyan Zhu:
Generating Informative Responses with Controlled Sentence Function. ACL (1) 2018: 1499-1508 - [c82]Naitong Yu, Jie Zhang, Minlie Huang, Xiaoyan Zhu:
An Operation Network for Abstractive Sentence Compression. COLING 2018: 1065-1076 - [c81]Mantong Zhou, Minlie Huang, Xiaoyan Zhu:
An Interpretable Reasoning Network for Multi-Relation Question Answering. COLING 2018: 2010-2022 - [c80]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 - [c79]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 - [c78]Hao Zhou, Tom Young, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu:
Commonsense Knowledge Aware Conversation Generation with Graph Attention. IJCAI 2018: 4623-4629 - [c77]Yequan Wang, Aixin Sun, Jialong Han, Ying Liu, Xiaoyan Zhu:
Sentiment Analysis by Capsules. WWW 2018: 1165-1174 - [c76]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 - [i20]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) - [i19]Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu:
Reinforcement Learning for Relation Classification from Noisy Data. CoRR abs/1808.08013 (2018) - [i18]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) - [i17]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) - 2017
- [j21]Minlie Huang, Qiao Qian, Xiaoyan Zhu:
Encoding Syntactic Knowledge in Neural Networks for Sentiment Classification. ACM Trans. Inf. Syst. 35(3): 26:1-26:27 (2017) - [c75]Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu:
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions. AAAI 2017: 3104-3110 - [c74]Qiao Qian, Minlie Huang, Jinhao Lei, Xiaoyan Zhu:
Linguistically Regularized LSTM for Sentiment Classification. ACL (1) 2017: 1679-1689 - [c73]Daoyi Li, Minlie Huang, Yongfeng Zhang, Xiaoyan Zhu:
Give me Something Unknown: Incorporate Exploration Preference in Cognition into Recommender System. ICTAI 2017: 807-814 - [i16]Han Xiao, Minlie Huang, Xiaoyan Zhu:
SAR: A Semantic Analysis Approach for Recommendation. CoRR abs/1702.06247 (2017) - [i15]Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu:
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory. CoRR abs/1704.01074 (2017) - [i14]Qiao Qian, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu:
Assigning personality/identity to a chatting machine for coherent conversation generation. CoRR abs/1706.02861 (2017) - 2016
- [c72]Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu:
Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint. AAAI 2016: 2877-2884 - [c71]Han Xiao, Minlie Huang, Xiaoyan Zhu:
TransG : A Generative Model for Knowledge Graph Embedding. ACL (1) 2016 - [c70]Jun Feng, Minlie Huang, Yang Yang, Xiaoyan Zhu:
GAKE: Graph Aware Knowledge Embedding. COLING 2016: 641-651 - [c69]Naitong Yu, Minlie Huang, Yuanyuan Shi, Xiaoyan Zhu:
Product Review Summarization by Exploiting Phrase Properties. COLING 2016: 1113-1124 - [c68]Hao Zhou, Minlie Huang, Xiaoyan Zhu:
Context-aware Natural Language Generation for Spoken Dialogue Systems. COLING 2016: 2032-2041 - [c67]Yequan Wang, Minlie Huang, Xiaoyan Zhu, Li Zhao:
Attention-based LSTM for Aspect-level Sentiment Classification. EMNLP 2016: 606-615 - [c66]Yipeng Jiang, Yu Hao, Xiaoyan Zhu:
A Chinese text paraphrase detection method based on dependency tree. ICNSC 2016: 1-5 - [c65]Han Xiao, Minlie Huang, Xiaoyan Zhu:
From One Point to a Manifold: Knowledge Graph Embedding for Precise Link Prediction. IJCAI 2016: 1315-1321 - [c64]Jun Feng, Minlie Huang, Mingdong Wang, Mantong Zhou, Yu Hao, Xiaoyan Zhu:
Knowledge Graph Embedding by Flexible Translation. KR 2016: 557-560 - [i13]Han Xiao, Minlie Huang, Xiaoyan Zhu:
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions. CoRR abs/1604.04835 (2016) - [i12]Han Xiao, Minlie Huang, Xiaoyan Zhu:
Knowledge Semantic Representation: A Generative Model for Interpretable Knowledge Graph Embedding. CoRR abs/1608.07685 (2016) - [i11]Qiao Qian, Minlie Huang, Xiaoyan Zhu:
Linguistically Regularized LSTMs for Sentiment Classification. CoRR abs/1611.03949 (2016) - 2015
- [j20]Jie Tang, Xiaoyan Zhu:
Preface. J. Comput. Sci. Technol. 30(4): 902 (2015) - [j19]Jie Tang, Xiaoyan Zhu:
Preface. J. Comput. Sci. Technol. 30(5): 1036-1038 (2015) - [c63]Qiao Qian, Bo Tian, Minlie Huang, Yang Liu, Xuan Zhu, Xiaoyan Zhu:
Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network. ACL (1) 2015: 1365-1374 - [c62]Cheng Ling, Chunbao Zhou, Arong Luo, Guoguang Zhao, Tsuyoshi Hamada, Xiaoyan Zhu:
Optimizing the Bayesian Inference of Phylogeny on Graphic Processors. CCGRID 2015: 333-342 - [c61]Li Zhao, Minlie Huang, Jiashen Sun, Hengliang Luo, Xiankai Yang, Xiaoyan Zhu:
Sentiment Extraction by Leveraging Aspect-Opinion Association Structure. CIKM 2015: 343-352 - [c60]Xingwei Zhu, Zhaoyan Ming, Yu Hao, Xiaoyan Zhu:
Tackling Data Sparseness in Recommendation using Social Media based Topic Hierarchy Modeling. IJCAI 2015: 2415-2423 - [c59]Yujie Cao, Minlie Huang, Xiaoyan Zhu:
Clustering Sentiment Phrases in Product Reviews by Constrained Co-clustering. NLPCC 2015: 79-89 - [c58]Yicheng Liu, Yu Hao, Xiaoyan Zhu, Jiao Li:
A Question Answering System Built on Domain Knowledge Base. WAIM 2015: 111-122 - [i10]Han Xiao, Xiaoyan Zhu:
Max-Entropy Feed-Forward Clustering Neural Network. CoRR abs/1506.03623 (2015) - [i9]Han Xiao, Xiaoyan Zhu:
Margin-Based Feed-Forward Neural Network Classifiers. CoRR abs/1506.03626 (2015) - [i8]Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu:
TransG : A Generative Mixture Model for Knowledge Graph Embedding. CoRR abs/1509.05488 (2015) - [i7]Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu:
TransA: An Adaptive Approach for Knowledge Graph Embedding. CoRR abs/1509.05490 (2015) - [i6]Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu:
From One Point to A Manifold: Orbit Models for Knowledge Graph Embedding. CoRR abs/1512.04792 (2015) - 2014
- [j18]Po Hu, Minlie Huang, Xiaoyan Zhu:
Exploring the Interactions of Storylines from Informative News Events. J. Comput. Sci. Technol. 29(3): 502-518 (2014) - [j17]Chong Long, Jie Zhang, Minlie Huang, Xiaoyan Zhu, Ming Li, Bin Ma:
Estimating feature ratings through an effective review selection approach. Knowl. Inf. Syst. 38(2): 419-446 (2014) - [c57]Minlie Huang, Borui Ye, Yichen Wang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu:
New Word Detection for Sentiment Analysis. ACL (1) 2014: 531-541 - [c56]Xingwei Zhu, Zhaoyan Ming, Yu Hao, Xiaoyan Zhu, Tat-Seng Chua:
Customized Organization of Social Media Contents using Focused Topic Hierarchy. CIKM 2014: 1509-1518 - [c55]Lei Fang, Qiao Qian, Minlie Huang, Xiaoyan Zhu:
Ranking Sentiment Explanations for Review Summarization Using Dual Decomposition. CIKM 2014: 1931-1934 - [c54]Li Zhao, Minlie Huang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu:
Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency. EMNLP 2014: 1614-1623 - [c53]Lijing Qin, Shouyuan Chen, Xiaoyan Zhu:
Contextual Combinatorial Bandit and its Application on Diversified Online Recommendation. SDM 2014: 461-469 - [c52]Tanche Li, Yu Hao, Xiaoyan Zhu, Xian Zhang:
A Chinese Question Answering System for Specific Domain. WAIM 2014: 590-601 - [c51]Jun Feng, Jiang Bian, Taifeng Wang, Wei Chen, Xiaoyan Zhu, Tie-Yan Liu:
Sampling dilemma: towards effective data sampling for click prediction in sponsored search. WSDM 2014: 103-112 - 2013
- [c50]