• 2018
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 ,Lyon, France.
Tianyang Zhang, Minlie Huang, Li Zhao.
Learning Structured Representation for Text Classification via Reinforcement Learning. AAAI 2018, New Orleans, Louisiana, USA.
Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu.
Reinforcement Learning for Relation Classification from Noisy Data. AAAI 2018, New Orleans, Louisiana, USA.
Tom Young, Erik Cambria, Iti Chaturvedi, Hao Zhou, Subham Biswas, Minlie Huang.
Augmenting End-to-End Dialog Systems with Commonsense Knowledge. AAAI 2018, New Orleans, Louisiana, USA.
Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu.
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory. AAAI 2018, New Orleans, Louisiana, USA.
Shiyao Wang, Minlie Huang, Zhidong Deng.
Densely Connected CNN with Multi-scale Feature Attention for Text Classification. IJCAI-ECAI 2018, Stockholm, Sweden.
Hao Zhou, Tom Yang, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu.
Commonsense Knowledge Aware Conversation Generation with Graph Attention. IJCAI-ECAI 2018, Stockholm, Sweden.
Ryuichi Takanobu, Minlie Huang, Zhongzhou Zhao, Fenglin Li, Haiqing Chen, Xiaoyan Zhu, Liqiang Nie
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning. IJCAI-ECAI 2018, Stockholm, Sweden.
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, Ann Arbor, Michigan, USA.
Qiao Qian, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu.
Assigning personality/identity to a chatting machine for coherent conversation generation. IJCAI-ECAI 2018, Stockholm, Sweden.
Pei Ke, Jian Guan, Minlie Huang, Xiaoyan Zhu.
Generating Informative Responses with Controlled Sentence Function. ACL 2018, Melbourne, Australia.
Yansen Wang, Chenyi Liu, Minlie Huang, Liqiang Nie.
Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders. ACL 2018, Melbourne, Australia.
Yequan Wang, Aixin Sun, Jialong Han, Ying Liu, Xiaoyan Zhu.
Sentiment Analysis by Capsules. WWW 2018, Lyon, France.
  • 2017
Qiao Qian, Minlie Huang, Jinhao Lei, Xiaoyan Zhu.
Linguistically Regularized LSTMs for Sentiment Classification. ACL 2017.
Minlie Huang, Qiao Qian, Xiaoyan Zhu.
Encoding Syntactic Knowledge in Neural Networks for Sentiment Classification. ACM Trans. Inf. Syst. 35, 3, Article 26 (June 2017), 27 pages.
Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu.
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions. AAAI 2017. February 4–9, San Francisco, US.
Yilin Niu,Ruobing Xie,Zhiyuan Liu,Maosong Sun.
Improved Word Representation Learning with Sememes. ACL 2017.
  • 2016
Minlie Huang, Yujie Cao, Chao Dong.
Modeling Rich Contexts for Sentiment Classification with LSTM. arXiv preprint arXiv:1605.01478, 2016.
Yequan Wang, Minlie Huang, Li Zhao, Xiaoyan Zhu.
Attention-based LSTM for Aspect-level Sentiment Classification. EMNLP 2016, Austin, Texas, USA.
Jun Feng, Minlie Huang, Yang Yang, Xiaoyan Zhu.
GAKE: Graph Aware Knowledge Embedding. COLING 2016, Osaka, Japan.
Hao Zhou, Minlie Huang, Xiaoyan Zhu.
Context-aware natural language generation for spoken dialogue systems. COLING 2016, Osaka, Japan.
Naitong Yu, Minlie Huang, Yuanyuan Shi, Xiaoyan Zhu.
Product Review Summarization by Exploiting Phrase Properties. COLING 2016, Osaka, Japan.
Biao Liu, Minlie Huang, Song Liu, Xuan Zhu, Xiaoyan Zhu.
A Sentence Interaction Network for Modeling Dependence between Sentences. ACL 2016, Berlin, Germany.
Han Xiao, Minlie Huang, Xiaoyan Zhu.
TransG : A Generative Model for Knowledge Graph Embedding. ACL 2016, Berlin, Germany.
Han Xiao, Minlie Huang, Xiaoyan Zhu.
From One Point to A Manifold: Knowledge Graph Embedding For Precise Link Prediction. IJCAI 2016, New York, USA.
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, Phoenix, Arizona, USA.
Jun Feng, Minlie Huang, Mingdong Wang, Mantong Zhou, Yu Hao, Xiaoyan Zhu.
Knowledge Graph Embedding by Flexible Translation. KR'16 Proceedings of the Fifteenth International Conference on Principles of Knowledge Representation and Reasoning
Jiang Yipeng,Yuhao Hao ,Xiaoyan Zhu.
A Chinese Text Paraphrase Detection Method Based on Dependency Tree. 2016 IEEE 13th International Conference on Networking.
  • 2015
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 2015, Beijing, China.
Biao Liu, Minlie Huang, Jiashen Sun, Xuan Zhu.
Incorporating Domain and Sentiment Supervision in Representation Learning for Domain Adaptation. IJCAI 2015, July 25-31Buenos Aires, Argentina.
Li Zhao, Minlie Huang, Jiashen Sun, Hengliang Luo, Xiankai Yang, Xiaoyan Zhu.
Sentiment Extraction by Leveraging Aspect-Opinion Association Structure. CIKM 2015, Oct 19-23, Melbourne, Australia.
Xiangwei Zhu, Zhaoyan Ming, Yu Hao ,Xiaoyan Zhu.
Tackling Data Sparseness in Recommendation using Social Media Based Topic Hierarchy Modeling. IJCAI 2015, Buenos Aires, Argentina, July 24-31.
Han Xiao ,Xiaoyan Zhu.
Max-entropy feed-forward clustering neural network. International Conference on Artificial Neural Networks, Amsterdam, The Netherlands, (May 14-15, 2015).
Han Xiao ,Xiaoyan Zhu.
Margin-based feed-forward neural network classifiers. International Conference on Artificial Neural Networks, Amsterdam, The Netherlands, (May 14-15, 2015).
Yujie Cao, Minlie Huang, Xiaoyan Zhu.
Clustering Sentiment Phrases in Product Reviews by Constrained Co-clustering. NLPCC 2015, Nanchang, China.Best paper.
Yicheng Liu, Yu Hao, Xiaoyan Zhu, Jiao Li.
A Question Answering System Built on Domain Knowledge Base. WAIM 2015, Qingdao, China.
  • 2014
Li Zhao, Minlie Huang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu.
Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency. EMNLP 2014, October 25–29, 2014 — Doha, Qatar.
Lei Fang, Qiao Qian, Minlie Huang, Xiaoyan Zhu.
Ranking Sentiment Explanations for Review Summarization Using Dual Decomposition. CIKM 2014. Nov 3-7, 2014, Shanghai, China.
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).
Minlie Huang, Borui Ye, Yichen Wang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu.
New Word Detection for Sentiment Analysis. ACL 2014, June 23-25. Baltimore, Maryland, USA.
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’14, February 24–28, 2014, New York, New York, USA.
Lijing Qin,Shouyuan Chen, Xiaoyan Zhu.
Contextual Combinatorial Bandit and its Application on Diversified Online Recommendation. SDM 2014, Best Student Paper runner up, Philadelphia, Pennsylvania, USA.
Xingwei Zhu, Zhaoyan Ming, Yu Hao, Xiaoyan Zhu, Tat-Seng Chua.
Customized Organizaiton of Social Media Contents using Focused Topic Hierarchy. CIKM 2014, Shanghai, China.
Tanche Li, Yu Hao, Xiaoyan Zhu, Xian Zhang.
A Chinese Question Answering System for Specific Domain. WAIM 2014 Macau, China.
Po Hu, Minlie Huang, Xiaoyan Zhu.
Exploring the Interactions of Storylines from Informative News Events. Journal of Computer Science and Technology, Vol.29, Num.3, May 2014.
Po Hu, Minlie Huang, Xiaoyan Zhu.
Patent Key Component Extraction with the Application of Patent Similarity Analysis. Journal of Computational Information Systems, Vol.10, Pages 5813–5820, July, 2014.
  • 2013
Lei Fang, Minlie Huang, Xiaoyan Zhu.
Exploring weakly supervised latent sentiment explanations for aspect-level review analysis. CIKM 2013: 1057-1066.
Lijing Qin ,Xiaoyan Zhu.
Promoting Diversity in Recommendation by Entropy Regularizer. IJCAI 2013, Beijing, China.
Lijing Qin ,Xiaoyan Zhu.
Functional Dirichlet Process. CIKM’13, Oct. 27-Nov. 1, 2013, San Francisco, CA, USA.
Xingwei Zhu, Zhaoyan Ming, Xiaoyan Zhu, Tat-Seng Chua.
Topic Hierarchy Construction for the Organization of Multi-Source User Generated Contents. SIGIR’13, July - 28 Aug. 1, 2013, Dublin Ireland.
Yang Tang, Di Wang, Jing Bai, Xiaoyan Zhu, Ming Li.
Information distance between what I said and what it heard. Communications of the ACM. 56:7 (July, 2013), 70-77.
  • 2012
Po Hu, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi, Xiaoyan Zhu.
Finding Nuggets in IP Portfolios: Core Patent Mining through Textual Temporal Analysis. CIKM 2012 Hawaii, USA.
Lei Fang, Minlie Huang.
Fine Granular Aspect Analysis using Latent Structural Models. ACL 2012, July 8-14, Jeju, Republic of Korea.
Minlie Huang, Xing Shi, Feng Jin, Xiaoyan Zhu.
Using First-order Logic to Compress Sentences. AAAI 2012, Toronto, Ontario, Canada.
Fan Bu, Hang Li, Xiaoyan Zhu.
String Re-writing Kernel. ACL, July 2012, Jeju-do, Korea. Best Student Paper award.
Lei Fang, Minlie Huang, Xiaoyan Zhu.
Question Routing in Community Based QA: Incorporating Answer Quality and Answer Content. MDS '12 Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics Article No. 5, Aug. 2012, Beijing, China.
Hongtao Zhang, Minlie Huang, and Xiaoyan Zhu.
A Unified Active Learning Framework for Biomedical Relation Extraction. JCST, pp.1302-1313, Vol.27, No.6, 2012.
  • 2011
Minlie Huang, Yi Yang, Xiaoyan Zhu.
Quality-biased Ranking of Short Texts in Microblogging Services. IJCNLP 2011. Thailand, Nov. 8-13.
Po Hu, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi, Xiaoyan Zhu.
Generating Breakpoint-based Timeline Overview for News Topic Retrospection. ICDM, Vancouver, Canada, Dec.2011.
Minlie Huang, Aurelie Neveol, Zhiyong Lu.
Recommending MeSH Terms for Annotating Biomedical Articles. JAMIA 2011.
Minlie Huang, Jingchen Liu, Xiaoyan Zhu.
GeneTUKit: a software for document-level gene normalization. Bioinformatics 2011 : btr042v1-btr042.
Fangtao Li, Minlie Huang, Yi Yang, Xiaoyan Zhu.
Learning to Identify Review Spam. IJCAI 2011.
Fangtao Li, Nathan Liu, Hongwei Jin, Kai Zhao, Qiang Yang, and Xiaoyan Zhu.
Incorporating Reviewer and Product Information for Review Rating Prediction. IJCAI 2011, July, Spain.
Fan Bu, Yu Hao, Xiaoyan Zhu.
Semantic Relation Discovery with Wikipedia Structure. IJCAI 2011, July, Spain.
Zhicheng Zheng, Xiance Si, Edward Chang , Xiaoyan Zhu.
K2Q: Generating Natural Language Questions from Keywords with User Refinement. IJCNLP, November, 2011, Thailand.
Yang Tang, Fan Bu, Zhicheng Zheng, Xiaoyan Zhu.
Towards Interactive QA: suggesting refinement for questions. SIGIR 2011, Beijing, China.
Feng Jin, Minlie Huang, Xiaoyan Zhu.
Guided Structure-aware Review Summarization. Journal of Computer Science and Technology
Fan Bu, Xiaoyan Zhu, Ming Li.
A new multiword expression metric and its applications. Journal of Computer Science and Technology
  • 2010
Mattia Tomasoni, Minlie Huang.
Metadata-Aware Measures for Answer Summarization in Community Question Answering. ACL 2010, July 11–16, 2010. Uppsala, Sweden.
Fangtao Li, Minlie Huang, Xiaoyan Zhu.
Sentiment Analysis with Global Topics and Local Dependency. AAAI 2010, July 11–15, 2010. Atlanta, Georgia, USA.
Fangtao Li, Chao Han, Minlie Huang, Xiaoyan Zhu, Ying-Ju Xia, Shu Zhang and Hao Yu.
Structure-Aware Review Mining and Summarization. COLING 2010, Beijing, China.
Zhicheng Zheng, Fangtao Li, Minlie Huang and Xiaoyan Zhu.
Learning to Link Entities with Knowledge Base. NAACL-HLT 2010, California, USA.
Fan Bu, Xiaoyan Zhu, Ming Li.
Measuring the Non-compositionality of Multiword Expressions. Coling 2010,Beijing, China, Best paper award.
Fan Bu, Xingwei Zhu, Yu Hao, Xiaoyan Zhu.
Function-based question classification for general QA. EMNLP, 2010, MIT, Massachusetts, USA.
Feng Jin, Minlie Huang, Xiaoyan Zhu.
A Comparative Study on Ranking and Selection Strategies for Multi-Document Summarization. CoLing 2010, August 23-27, Beijing, China.
Chong Long, Jie Zhang, Xiaoyan Zhu.
A Review Selection Approach for Accurate Feature Rating Estimation. CoLing 2010, August 23-27, Beijing, China.
Jingchen Liu, Minlie Huang, Xiaoyan Zhu.
A Novel Ranking-based Gene Normalization System. BioCreative_III, 2010, USA.
Jingchen Liu, Minlie Huang, Xiaoyan Zhu.
Recognizing biomedical named entities using Skop-chain conditional reandom fields. ACL, workshop on Biomedical Natural language Processing, 2010, Uppsala, Sweden.
Zhicheng Zheng, Yang Tang, Chong Long, Fan bu, Xiaoyan Zhu.
Question Answering System Based on Community QA. WLQA 2010 workshop at LREC, Malta.
Yang Tang, Fangtao Li, Minlie Huang, Xiaoyan Zhu.
Summarizing Similar Questions for Chinese Community Question Answering Portals. ITCS2010, Ukrainian, July 24-25, 2010.
Jiao Li, Xiaoyan Zhu, Jake Yue Chen.
Discovering breast cancer drug candidates from biomedical literature International Journal of Data Mining and Bioinformatics
Chong Long, Minlie Huang, Xiaoyan Zhu, Ming Li.
A New Approach for Multi-Document Update Summarization. Vol.25 No.4, pp739-749, 2010. (SCI: 0.576).
  • 2009
Chong Long, Minlie Huang, Xiaoyan Zhu, Ming Li.
Multi-Document Summarization by Information Distance. IEEE International Conference on Data Mining 2009, 6-9 December, Miami, Florida,USA.
Fangtao Li, Yang Tang, Minlie Huang, Xiaoyan Zhu.
Answering Opinion Questions with Random Walks on Graphs. ACL 2009, 2-7 August, Singapore.
Feng Jin, Minlie Huang, Zhiyong Lu, Xiaoyan Zhu.
Towards Automatic Generation of Gene Summary. BioNLP workshop on NAACL-HLT 2009.
Feng Jin, Minlie Huang, Xiaoyan Zhu.
A query-specific opinion summarization system. In Proceedings of 2009 8th IEEE International Conference on Cognitive Informatics. HK.
Chong Long, Jie Zhang, Minlie Huang, Xiaoyan Zhu, Ming Li, Bin Ma.
Specialized Review Selection for Feature Rating Estimation. IEEE/WIC/ACM International Conference on Web Intelligence (WI 2009), Milan, Italy.
Chong Long, Minlie Huang, Xiaoyan Zhu.
Tsinghua University at TAC 2009: Summarizing Multi-documents by Information Distance. Text Analysis Conference(TAC 2009).
Fangtao Li, Zhicheng Zheng, Fan Bu, Yang Tang, Xiaoyan Zhu, Minlie Huang.
THU QUANTA at TAC 2009 KBP and RTE Track. TAC 2009, Gaithersburg, Maryland USA, November 2009.
Hongning Wang, Minlie Huang, Xiaoyan Zhu.
Extract Interaction Detection Methods from the Biological Literature. APBC 2009, Beijing China.
Yanmei Chai, Xiaoyan Zhu, Sen Zhou, Yiting Bian, Fan Bu, Wei Li, Jing Zhu.
Ontology-based Digital Photo Annotation using Multi-source Information. IEEE Hong Kong, 2009.5.
Zhaocheng Fan, Jiayuan Zhao, Xiaoyan Zhu, Yang Zhong, Renyi Liu, Tao Jiang.
From Genome to Life-Style. APBC2009.
Jiao Li, Xiaoyan Zhu, Jake Yue Chen.
Building Disease-specific Drug-Protein Connectivity Maps from Molecular Interaction Networks and PubMed Abstracts. PLoS Computational Biology, 2009. 5(7): e1000450. (SCI, IDS Number= 486TD).
Jianshu Sun, Chong Long, Xiaoyan Zhu, Minlie Huang.
Mining Reviews for Product Comparison and Recommendation. Journal of Research and Development in Computer Science and Engineering, No. 39, pp.33-40, 2009.
  • 2008
Hongning Wang, Minlie Huang, Xiaoyan Zhu.
A Generative Probabilistic Model for Multi-Label Classification. IEEE ICDM 2008.
Fangtao Li, Xian Zhang, Xiaoyan Zhu.
Answer Validation by Information Distance Calculation. Proceedings of the 2nd workshop on Information Retrieval for Question Answering, August 2008, Matchester, UK.
Fangtao Li, Xian Zhang, Jinhui Yuan, Xiaoyan Zhu.
Classifying What-Type Questions by Head Noun Tagging. COLING 2008, Manchester, UK.
Chong Long, Xiaoyan Zhu, Ming Li, Bin Ma.
Information Shared by Many Objects. CIKM 2008, Napa Valley, California, USA
Shilin Ding, Gao Cong, Chin-Yew, Xiaoyan Zhu.
Using Conditional Random Fields to Extract Contexts and Answer of Questions from Online Forums. ACL 2008, Columbus, Ohio, America.
Jiao Li, Xiaoyan Zhu, Jake Chen.
Mining disease-specific molecular association profiles from biomedical literature: a case study. SAC 2008, Fortaleza, Ceará, Brazil
Minlie Huang, Shilin Ding, Hongning Wang, Xiaoyan Zhu.
Mining Physical Protein-protein Interactions from Literature. Genome Biology 2008, 9 (Suppl 2):S12.
Xian Zhang, Yu Hao, Xiaoyan Zhu, Ming Li.
New information distance measure and its application in question answering system. Journal of Computer Science and Technology 23(4): 557-572 July 2008.
Hongning Wang, Minlie Huang, Shilin Ding, Xiaoyan Zhu.
Exploiting and Integrating Rich Features for Biological Literature Classification. BMC bioinformatics, 2008, 9(Suppl 3):S4.
  • 2007
Minlie Huang, Xiaoyan Zhu.
Combining convolution kernels defined on heterogeneous sub-structures. PAKDD 2007, pp. 539-546, Nanjing, China.
  • 2005
Yu Hao, Xiaoyan Zhu, Minlie Huang, Ming Li.
Discovering Patterns to Extract Protein-Protein Interactions from the Literature: Part II. Bioinformatics 2005 21(15):3294-3300.
  • 2004
Minlie Huang, Xiaoyan Zhu, Yu Hao, Donald G. Payan, Kunbin Qu, Ming Li.
Discovering patterns to extract protein-protein interactions from full texts. Bioinformatics, 2004, 20: 3604-3612.