Yuanbin Wu

I’m currently an assistant professor at Computer Science Department, East China Normal University. Before joining ECNU, I got both my B.S. (2007) and Ph.D (2012) degree from Fudan University, and worked as a research fellow at National University of Singapore (2013).

Research

My research interests are mainly on natural language processing and machine learning (structured prediction, online learning). I aim to build efficient and effective models for computing human languages.

Teaching

• Advanced Machine Learning
  15-Fall, 14-Spring
• Operating System Labs
  22-Fall(mirror), 21-Fall(mirror), 20-Fall, 19-Fall, 18-Fall, 17-Fall, 16-Fall, 15-Fall
• Object Oriented Programming with Java
  22-Spring, 21-Spring, 20-Fall, 19-Fall, 18-Spring, 17-Spring, 16-Spring,

Software

Coming Soon

Publication

• Extracting Entities and Relations with Joint Minimum Risk Training
  Changzhi Sun, Yuanbin Wu, Man Lan, Shiliang Sun, Wenting Wang, Kuang-Chih Lee, Kewen Wu, EMNLP 2018

• An Adversarial Joint Learning Model for Low-Resource Language Semantic Textual Similarity
  Junfeng Tian, Man Lan, Yuanbin Wu, Jingang Wang, Long Qiu, Sheng Li, Jun Lang, Luo Si, ECIR 2018

• Inference on Syntactic and Semantic Structures for Machine Comprehension
  Chenrui Li, Yuanbin Wu, Man Lan, AAAI 2018

• A Learning Error Analysis for Structured Prediction with Approximate Inference
  Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang, Xuanjing Huang, NIPS 2017

• A Fast and Lightweight System for Multilingual Dependency Parsing
  Tao Ji, Yuanbin Wu, Man Lan, CoNLL Shared Task 2017

• Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network
  Changzhi Sun, Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang, EACL 2017

• Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification
  Man Lan, Jianxiang Wang, Yuanbin Wu, Zheng-Yu Niu, Haifeng Wang, EMNLP 2017

• An Online Learning Algorithm for Bilinear Models
  Yuanbin Wu, Shiliang Sun, ICML 2015

• A survey of multi-source domain adaptation
  Shiliang Sun, Honglei Shi, Yuanbin Wu, Information Fusion 24, 2015

• Grammatical Error Correction Using Integer Linear Programming
  Yuanbin Wu, Hwee Tou Ng, ACL 2013

• The CoNLL-2013 Shared Task on Grammatical Error Correction
  Hwee Tou Ng, Siew Mei Wu, Yuanbin Wu, Christian Hadiwinoto, Joel R. Tetreault, CoNLL Shared Task, 2013

• Structural Opinion Mining for Graph-based Sentiment Representation
  Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu, EMNLP 2011

• Opinion Mining with Sentiment Graph
  Qi Zhang, Yuanbin Wu, Yan Wu, Xuanjing Huang, WI 2011

• A Survey on Sentiment Analysis
  Xuanjing Huang, Qi Zhang, Yuanbin Wu, Journal of Chinese Information Processing, (in Chinese) (6) 2011

• Pseudo-Relevance Feedback Based on mRMR Criteria
  Yuanbin Wu, Qi Zhang, Yaqian Zhou, Xuanjing Huang, AIRS 2010

• Phrase Dependency Parsing for Opinion Mining
  Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu, EMNLP 2009

• Mining product reviews based on shallow dependency parsing
  Qi Zhang, Yuanbin Wu, Tao Li, Mitsunori Ogihara, Joseph Johnson, Xuanjing Huang, SIGIR (poster) 2009

Contact

ybwu[at]cs.ecnu.edu.cn
B911 Science Building, 3663 North Zhongshan Road, Shanghai, 200062