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]

●       Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data
Wenhui, Wang, Baobao Chang and Mairgup Mansur
EMNLP 2018.

●         Table-to-text Generation by Structure-aware Seq2seq Learning
Tianyu Liu, Kexiang Wang, Lei Sha, Baobao Chang and Zhifang Sui
AAAI 2018.

●         Incorporating Glosses into NeuralWord Sense Disambiguation
Fuli Luo, Tianyu Liu, Qiaolin Xia, Baobao Chang and Zhifang Sui
ACL 2018.

●         A Multi-View Fusion Neural Network for Answer Selection
Lei Sha, Xiaodong Zhang, Feng Qian, Baobao Chang and Zhifang Sui
AAAI 2018.

●         Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition
Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei and Ming Zhou
EMNLP 2018.

●         Leveraging Gloss Knowledge in NeuralWord Sense Disambiguation by Hierarchical Co-Attention
Fuli Luo, Tianyu Liu, Zexue He, Qiaolin Xia, Zhifang Sui and Baobao Chang
EMNLP 2018.

●         Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction
Lei Sha, Feng Qian, Baobao Chang and Zhifang Sui
AAAI 2018.

●         Order-Planning Neural Text Generation From Structured Data
Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang and Zhifang Sui
AAAI 2018.

●         SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, and Ming Zhou 
NLPcc 2018.

●         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

Wenhui Wang,  Baobao Chang

ACL 2016.

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

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

ACL 2016.

●       Discourse Parsing with Attention-based Hierarchical Neural Network

Qi Li, Tianshi Li, Baobao Chang
EMNLP 2016.

●      Towards Time-Aware Knowledge Graph Completion
      Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Baobao Chang, Sujian Li, Zhifang Sui

COLING 2016.

●      Event Detection with Burst Information Networks

Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou
COLING 2016.

●     News Stream Summarization using Burst Information Networks

Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou, Zhifang Sui
EMNLP 2016.

●     Encoding Temporal Information for Time-Aware Link Prediction 

Tingsong Jiang, Lei Sha, Tianyu Liu, Sujian Li, Baobao Chang, Tao Ge, Zhifang Sui
EMNLP 2016.

●     Argument Relationships for Chinese Semantic Role Labeling

●       An Effective Neural Network Model For Graph-Based Dependency Parsing

Wenzhe Pei, Tao Ge, Baobao Chang

ACL 2015.

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

Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang, Zhifang Sui

ACL 2015.

●       One Tense Per Scene: Predicting Tense In Chinese Conversations

Tao Ge, Heng Ji, Baobao Chang, Zhifang Sui

ACL 2015, short paper.

●       An Ontology Matching Approach Based on Affinity-Preserving Random Walks

Chuncheng Xiang, Baobao Chang, Zhifang Sui

IJCAI 2015.

●       Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks

Zhen Wang, Tingsong Jiang, Baobao Chang, Zhifang Sui

EMNLP 2015, short paper.

●       ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation

Chuncheng Xiang, Baobao Chang, Zhifang Sui

EMNLP 2015.

●       Recognizing Textual Entailment Using Probabilistic Inference

Lei Sha, Sujian Li, Tingsong Jiang, Baobao Chang, Zhifang Sui

EMNLP 2015, short paper.

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

Li Li, Baobao Chang, Shi Zhao, Lei Sha, Xu Sun, Houfeng Wang

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

Tianshi Li, Baobao Chang

CCL & NLP-NABD 2015.

●       A Neural Network Based Translation Constrained Reranking Model for Chinese Dependency Parsing (Best Paper Award)

Miaohong Chen, Baobao Chang, Yang Liu

CCL & NLP-NABD 2015.

●       Graph-Based Dependency Parsing with Recursive Neural Network

Pingping 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

韩冬煦，常宝宝

《计算机学报》，第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

俞士汶，罗风珠，朱学锋，王雷，常宝宝

《西华大学学报（自然科学版）》，第34卷第5期，2015年9月

●       Max-Margin Tensor Neural Network for Chinese Word Segmentation

Wenzhe 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

Pingping Huang, Baobao Chang

SemEval-2014.

●       A Joint Model for Unsupervised Chinese Word Segmentation

Miaohong 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

王臻、常宝宝、穗志方

《中文信息学报》，第28卷，第6期，2014.

●       语言能力与成语知识库

俞士汶，罗鳯珠，朱学锋，王雷，常宝宝

第十五届汉语词汇语义学国际研讨会（CLSW2014)

●       Feature-based Neural Language Model and Chinese Word Segmentation

Mairgup Mansur, Wenzhe Pei, Baobao Chang

IJCNLP 2013.

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

Tao Ge, Baobao Chang, Sujian Li, Zhifang Sui

EMNLP 2013.

●       A Refined HDP-Based Model for Unsupervised Chinese Word Segmentation

Wenzhe Pei, Dongxu Han, Baobao Chang

CCL & NLP-NABD 2013.

●       A Maximum Entropy Approach to Chinese Spelling Check

Dongxu 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

Sujian Li, Jiwei Li, Tao Song, Wenjie Li, Baobao Chang

SIGIR 2013.

●       基于深层学习的词义自动归纳

马尔胡甫·曼苏尔，裴文哲，常宝宝

第十二届全国计算语言学会议，2013.

●       分階多語成語典故知識庫教學設計

羅鳳珠、砂岡和子、姜柄圭、俞士汶、王雷、常寶寶

《臺灣華語教學研究》, 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

俞士汶、羅鳳珠、朱學鋒、王雷、常寶寶、砂岡和子、姜柄圭

《臺灣華語教學研究》, 第7卷，第2期, 2013.

●       Update Summarization using a Multi-level Hierarchical Dirichlet Process Model

Jiwei 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

杨敏，常宝宝

《中文信息学报》，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

李月伦，常宝宝.

《中文信息学报》，2010年第1期.

●       Word Based Chinese Semantic Role Labeling with Semantic Chunking

Weiwei 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

Weiwei Ding, Baobao Chang

ICCPOL 2009.

●       语料库技术及其应用

常宝宝，俞士汶

《外语研究》，2009年第5期.

●       基于语义组块分析的汉语语义角色标注

丁伟伟，常宝宝

《中文信息学报》，2009年第5期.

●       大学英语翻译考试人工辅助计算机评分初探

王雷，常宝宝

《外语电化教学》， 2009年第4期.

●       Improving Chinese Semantic Role Classification with Hierarchical Feature Selection Strategy

Weiwei Ding, Baobao Chang

EMNLP 2008.

…

 

 

 

 [Teaching]

1.    Computational Linguistics, postgraduate course, autumn-winter semester.

计算语言学，研究生课程，秋季学期

2.    Fundamentals of Computer for students of arts (1), undergraduate course, autumn-winter semester.

文科计算机基础(上)，本科生课程，秋季学期

3.    Fundamentals of Computer for students of arts (2), undergraduate course, spring-summer semester.

文科计算机基础(下)，本科生课程，春季学期

4.    Introduction to Computer-aided Translation, postgraduate course, spring-summer semester.

计算机辅助翻译技术，研究生课程，春季学期，面向软件与微电子学院

5. Natural Language Processing, postgraduate course, spring-summer semester.

自然语言处理，研究生课程，春季学期，面向软件与微电子学院

  

 

 [Students]

 

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), Pingping Huang(黄苹苹)

2011 Mairgup Mansur(马尔胡甫·曼苏尔)