Linguistically Regularized LSTMs for Sentiment Classification

  • ACL 2017.

Qiao Qian, Minlie Huang, Jinhao Lei, Xiaoyan Zhu


Encoding Syntactic Knowledge in Neural Networks for Sentiment Classification

  • TOIS 2017, 35(3): 1-27

Minlie Huang, Qiao Qian, Xiaoyan Zhu


Context-aware natural language generation for spoken dialogue systems

  • COLING 2016

Hao Zhou, Minlie Huang, Xiaoyan Zhu


GAKE: Graph Aware Knowledge Embedding

  • COLING 2016

Jun Feng, Minlie Huang, Yang Yang, Xiaoyan Zhu

论文链接 代码下载

Product Review Summarization by Exploiting Phrase Properties

  • COLING 2016

Naitong Yu, Minlie Huang, Yuanyuan Shi, Xiaoyan Zhu


Attention-based LSTM for Aspect-level Sentiment Classification

  • EMNLP 2016

Yequan Wang, Minlie Huang, Li Zhao, Xiaoyan Zhu


A Sentence Interaction Network for Modeling Dependence between Sentences

  • ACL 2016

Biao Liu, Minlie Huang, Song Liu, Xuan Zhu, Xiaoyan Zhu


Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint

  • AAAI 2016

Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu


Modeling Rich Contexts for Sentiment Classification with LSTM

  • arXiv

Minlie Huang, Yujie Cao, Chao Dong


Sentiment Extraction by Leveraging Aspect-Opinion Association Structure

  • CIKM 2015

Li Zhao, Minlie Huang, Jiashen Sun, Hengliang Luo, Xiankai Yang, Xiaoyan Zhu


Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network

  • ACL 2015

Qiao Qian, Bo Tian, Minlie Huang, Yang Liu, Xuan Zhu, Xiaoyan Zhu


Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency

  • EMNLP 2014

Li Zhao, Minlie Huang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu


Ranking Sentiment Explanations for Review Summarization Using Dual Decomposition

  • CIKM 2014

Lei Fang, Qiao Qian, Minlie Huang, Xiaoyan Zhu


New Word Detection for Sentiment Analysis

  • ACL 2014

Minlie Huang, Borui Ye, Yichen Wang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu


Estimating feature ratings through an effective review selection approach

  • KAIS 2014, 38(2): 419-446

Chong Long, Jie Zhang, Minlie Huang, Xiaoyan Zhu, Ming Li, Bin Ma


Finding Nuggets in IP Portfolios: Core Patent Mining through Textual Temporal Analysis

  • CIKM 2012

Po Hu, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi, Xiaoyan Zhu


Using First-order Logic to Compress Sentences

  • AAAI 2012

Minlie Huang, Xing Shi, Feng Jin, Xiaoyan Zhu


Quality-biased Ranking of Short Texts in Microblogging Services

  • IJCNLP 2011

Minlie Huang, Yi Yang, Xiaoyan Zhu


Generating Breakpoint-based Timeline Overview for News Topic Retrospection

  • ICDM 2011

Po Hu, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi, Xiaoyan Zhu


Learning to Identify Review Spam

  • IJCAI 2011

Fangtao Li, Minlie Huang, Yi Yang, Xiaoyan Zhu


Recommending MeSH Terms for Annotating Biomedical Articles

  • JAMIA 2011.

Minlie Huang, Aurelie Neveol, Zhiyong Lu


GeneTUKit: a software for document-level gene normalization

  • Bioinformatics 2011, 27(7): 1032-1033

Minlie Huang, Jingchen Liu, Xiaoyan Zhu


Sentiment Analysis with Global Topics and Local Dependency

  • AAAI 2010

Fangtao Li, Minlie Huang, Xiaoyan Zhu


Multi-Document Summarization by Information Distance

  • ICDM 2009

Chong Long, Minlie Huang, Xiaoyan Zhu, Ming Li


Answering Opinion Questions with Random Walks on Graphs

  • ACL 2009

Fangtao Li, Yang Tang, Minlie Huang, Xiaoyan Zhu


Towards Automatic Generation of Gene Summary

  • NAACL-HLT 2009 Workshop

Feng Jin, Minlie Huang, Zhiyong Lu, Xiaoyan Zhu


A Generative Probabilistic Model for Multi-Label Classification

  • ICDM 2008

Hongning Wang, Minlie Huang, Xiaoyan Zhu


Discovering Patterns to Extract Protein-Protein Interactions from the Literature: Part II

  • Bioinformatics 2005 21(15):3294-3300.

Yu Hao, Xiaoyan Zhu, Minlie Huang, Ming Li


Discovering patterns to extract protein-protein interactions from full texts

  • Bioinformatics 2004, 20(18): 3604-3612

Minlie Huang, Xiaoyan Zhu, Yu Hao, Donald G. Payan, Kunbin Qu, Ming Li