CHANG Baobao(常宝宝) Associate professor MOE Key Laboratory of Computational Linguistics Department of Computer Science School of EECS, Peking University P.R. China Email：chbb (AT) pku.edu.cn Research Interests: Natural language Processing, Computational Linguistics

publications | teaching | students | …

[Publication]

• 基于深度学习的图解码依存分析研究进展
  常宝宝
  《山西大学学报》(自然科学版)，第40卷，第3期，2017.
• A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data
  Qiaolin Xia, Lei Sha, Baobao Chang, Zhifang Sui
  ACL 2017.
• Gated Self-Matching Networks for Reading Comprehension and Question Answering
  WenhuiWang, Nan Yang, Furu Wei, Baobao Chang, Ming Zhou
  ACL 2017.
• A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction
  Tianyu Liu, Kexiang Wang, Baobao Chang, Zhifang Sui
  EMNLP 2017.
• Affinity-Preserving RandomWalk for Multi-Document Summarization
  Kexiang Wang, Tianyu Liu, Zhifang Sui, Baobao Chang 
  EMNLP 2017.
• Syntax Aware LSTM model for Semantic Role Labeling
  Feng Qian, Lei Sha, Baobao Chang, Lu-chen Liu, Ming Zhang
  Proceedings of the 2nd Workshop on Structured Prediction for Natural Language Processing, Copenhagen, Denmark. 2017.
• Graph-based Dependency Parsing with Bidirectional LSTM
•  Wang,  Baobao Chang

ACL 2016.

• RBPB: Regularization-Based Pattern Balancing Method for Event Extraction

Lei Sha, Jing Liu, Chin-Yew Lin,  Li, Baobao Chang,  Sui

ACL 2016.

• Discourse Parsing with Attention-based Hierarchical Neural Networks
  Qi Li, Tianshi Li, Baobao Chang
  EMNLP 2016.
• News Stream Summarization using Burst Information Networks
  Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou, Zhifang Sui
  EMNLP 2016.
• Capturing Argument Relationship for Chinese Semantic Role Labeling
  Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui, Tingsong Jiang
  EMNLP 2016.
• Encoding Temporal Information for Time-Aware Link Prediction
  Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui
  EMNLP 2016.
• Joint Learning Templates and Slots for Event Schema Induction
  Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui
  HLT-NAACL 2016.
• Towards Time-Aware Knowledge Graph Completion
  Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Baobao Chang, Sujian Li, Zhifang Sui
  COLING 2016.
• Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition
  Lei Sha, Baobao Chang, Zhifang Sui, Sujian Li

COLING 2016.

• Event Detection with Burst Information Networks
  Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou
  COLING 2016.
• Learning Word Sense Embeddings from Word Sense Definitions
  Qi Li, Tianshi Li, Baobao Chang
  NLPCC/ICCPOL 2016.
• Discovering Concept-Level Event Associations from a Text Stream
  Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui 
  NLPCC/ICCPOL 2016.
• Improving Chinese Semantic Role Labeling with English Proposition Bank
  Tianshi Li, Qi Li, Baobao Chang

CCL 2016.

• Improved Graph-Based Dependency Parsing via Hierarchical LSTM Networks
  Wenhui Wang, Baobao Chang
  CCL 2016.
• Recognizing Textual Entailment via Multi-task Knowledge Assisted LSTM
  Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui 
  CCL 2016.
• An Effective Neural Network Model For Graph-Based Dependency Parsing
•  Pei, Tao Ge, Baobao Chang

ACL 2015.

• Bring You To The Past: Automatic Generation Of Topically Relevant Event Chronicles

Tao Ge,  Pei,  Ji,  Li, Baobao Chang,  Sui

ACL 2015.

• One Tense Per Scene: Predicting Tense In Chinese Conversations

Tao Ge,  Ji, Baobao Chang,  Sui

ACL 2015, short paper.

• An Ontology Matching Approach Based on Affinity-Preserving Random Walks
•  Xiang, Baobao Chang, Zhifang Sui

IJCAI 2015.

• Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks

Zhen Wang,  Jiang, Baobao Chang,  Sui

EMNLP 2015 paper.

• ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation
•  Xiang, Baobao Chang, Zhifang Sui

EMNLP 2015.

• Recognizing Textual Entailment Using Probabilistic Inference

Lei Sha,  Li,  Jiang, Baobao Chang,  Sui

EMNLP 2015, short paper.

• Multi-label Text Categorization with Joint Learning Predictions-as-Features Method

EMNLP 2015, short paper.

• Distinguishing Specific and Daily Topics

Tao Ge, Wenzhe Pei, Baobao Chang, Zhifang Sui

APWeb 2015.

• Semantic role labeling using Recursive Neural Network
•  Li, Baobao Chang

CCL & NLP-NABD 2015.

• A Neural Network Based Translation Constrained Reranking Model for Chinese Dependency Parsing (Best Paper Award)
•  Chen, Baobao Chang, Yang Liu

CCL & NLP-NABD 2015.

• Graph-Based Dependency Parsing with Recursive Neural Network
•  Huang, Baobao Chang

CCL & NLP-NABD 2015.

• Distantly Supervised Neural Network Model for Relation Extraction

Zhen Wang, Baobao Chang, Zhifang Sui

CCL & NLP-NABD 2015.

• 中文分词模型的领域适应性方法
• 38卷，第2期，2015年2月
• 面向语言能力提升的汉语成语知识库及其扩展
• 34卷第5期，2015年9月
• Max-Margin Tensor Neural Network for Chinese Word Segmentation
•  Pei, Tao Ge, Baobao Chang

ACL 2014.

• Inducing Word Sense with Automatically Learned Hidden Concepts

Baobao Chang, Wenzhe Pei, Miaohong Chen

COLING 2014.

• SSMT: A Machine Translation Evaluation View to Paragraph-to-Sentence Semantic Similarity
•  Huang, Baobao Chang
• A Joint Model for Unsupervised Chinese Word Segmentation
•  Chen, Baobao Chang, Wenzhe Pei

EMNLP 2014.

• 基于分层输出神经网络的汉语语义角色标注
• 28卷，第6期，2014.
• 语言能力与成语知识库
• CLSW2014)
• Feature-based Neural Language Model and Chinese Word Segmentation
•  Mansur, Wenzhe Pei, Baobao Chang

IJCNLP 2013.

• Event-based Time Label Propagation for Automatic Dating of News Articles

Tao Ge, Baobao Chang,  Li,  Sui

EMNLP 2013.

• A Refined HDP-Based Model for Unsupervised Chinese Word Segmentation
•  Pei, Dongxu Han, Baobao Chang

CCL & NLP-NABD 2013.

• A Maximum Entropy Approach to Chinese Spelling Check
•  Han, Baobao Chang

SIGHAN CLP 2013.

• Exploiting Collaborative Filtering Techniques for Automatic Assessment of Student Free-text Responses

Tao Ge, Zhifang Sui, Baobao Chang

CIKM 2013.

• A novel topic model for automatic term extraction
•  Li, Jiwei Li, Tao Song, Wenjie Li, Baobao Chang

SIGIR 2013.

• 基于深层学习的词义自动归纳
• 2013.
• 分階多語成語典故知識庫教學設計
• , 第6卷，第1期， 2013.
• 漢語成語及典故知識庫在語文學習中的應用
• , 第7卷，第2期, 2013.
• Update Summarization using a Multi-level Hierarchical Dirichlet Process Model
•  Li, Sujian Li, Xun Wang, Ye Tian, Baobao Chang

COLING 2012.

• 基于北京大学中文网库的语义角色分类
• 2011年第3期.
• Enhancing domain portability of Chinese segmentation model using chi-square statistics and bootstrapping

Baobao Chang, Dongxu Han

EMNLP 2010.

• A Method of Automatic Translation of Words of Multiple Affixes in Scientific Literature

Lei Wang, Baobao Chang, Janet Harkness

IALP 2010.

• Training MT Model Using Structural SVM

Tiansang Du, Baobao Chang

IALP 2010.

• 基于最大间隔马尔可夫网模型的汉语分词方法
• .
• 2010年第1期.
• Word Based Chinese Semantic Role Labeling with Semantic Chunking
•  Ding, Baobao Chang

International Journal of Computational Processing Oriental Language. Volume 22, No. 2-3, 2009.

• Fast Semantic Role Labeling for Chinese Based on Semantic Chunking
•  Ding, Baobao Chang

ICCPOL 2009.

• 语料库技术及其应用
• ，俞士汶
• 2009年第5期.
• 基于语义组块分析的汉语语义角色标注
• 2009年第5期.
• 大学英语翻译考试人工辅助计算机评分初探
•  2009年第4期.
• Improving Chinese Semantic Role Classification with Hierarchical Feature Selection Strategy
•  Ding, Baobao Chang

EMNLP 2008.

…

[Teaching]

1. Computational Linguistics, postgraduate course, autumn-winter semester.
2. Fundamentals of Computer for students of arts (1), undergraduate course, autumn-winter semester.
3. (上)，本科生课程，秋季学期
3. Fundamentals of Computer for students of arts (2), undergraduate course, spring-summer semester.
4. Introduction to Computer-aided Translation, postgraduate course, spring-summer semester.

[Students]

2017 Wei Cui (崔巍)

2015 Wenhui Wang (王文辉)

2014 Tianshi Li(李天时), Qi Li(李琦)

2013 Miaohong Chen(陈苗红)

2012 Wenzhe Pei(裴文哲)

2011 Mairgup Mansur(马尔胡甫·曼苏尔)

2010 Dongxu Han(韩冬煦)