Research Interests

Grants

  • 863子课题: 主题标引
  • IBM项目 : 多文档自动文摘
    • 2006: DUC 评测main task
    • 2007: DUC 评测main task and update task
  • 东方灵盾公司:专利关键词标引 (2006)
  • 东方灵盾公司: 专利过滤项目 (2008)
  • IBM访问学者项目
  • 百度合作
  •  
  • NSFC青年科学基金项目 (基于短语信息和领域概念的主题标引关键技术研究): 60603093 (2007.1 - 2009.12) (已结题: 优)
  • NSFC面上项目 (应用于面向问题的自动文摘任务的篇章分析关键技术研究): 60875042 (2009.1 - 2011.12) (已结题)
  • NSFC重大研究计划/培育项目 (面向文本推理的汉语语义计算模型研究)90920011(2010.1 - 2012.12) (已结题)
  • 国家社会科学基金青年项目(面向文档主题分析的自动篇章关系标注研究):10CYY023 (2010.7 - 2012.12) (已结题)
  • 国家科技支撑计划子课题项目(语义角色标注算法与技术模型研究,深层次标注技术方法研究):2011BAH10B04-03 (2011.7-2014.3)
  • NSFC面上项目 (基于网络异构文本数据融合的热点话题发现及其内容摘要研究): 61273278 (2013.1 - 2016.12)
  • NSFC面上项目 (面向科技文献的引用摘要生成关键技术研究): 61572049  (2016.1 - 2019.12)
  • 863

参与项目:

·         863

·         973

·         社科重大:12&ZD227

PC

CLP 2014, NLPCC 2014, WWW 2015,

IJCAI 2016, ACL 2016, NAACL 2016, EMNLP 2016

Area Chair:

CCL 2015 (文本分类与文摘)

NLPCC 2016 (Conversational Bot/Summarization/Discourse)

 

Students

Graduates

name

research

Thesis Title

Graduation time

欧阳佑

计算机软件与理论/信息检索与提取

基于主题查询的多文档自动摘要研究

2007.6

张煜

计算机软件与理论/自然语言处理

基于情绪的音乐分类系统

2008.6

汪伟

计算机软件与理论/信息检索与提取

基于图的查询相关多文档摘要研究

2010.6

王晨

计算机软件与理论/信息检索与提取

基于贝叶斯排序学习的关键短语自动抽取

2011.6

宋涛

计算机软件与理论/自然语言处理

词语领域性分析方法研究及应用

2012.6

王荀

计算机软件与理论/自然语言处理

篇章关系标注的关键技术研究和实现

2013.6

王宇昕

计算机软件与理论/自然语言处理

篇章标注平台开发及应用

2014.6

曹自强

计算机软件与理论/自然语言处理

基于深度学习的提取式摘要

2015.6

刘洋

计算机软件与理论/自然语言处理

 

2016.6

王亮

 

 

2017.6

王义中

 

 

2019.6

杨安

 

 

2020.6

 

李德聪

张超旭

韩捷

 

本科生:

2012: 李纪为

2014: 李嫣然

2016: 孟泽楠

 

Selected Publication

 

 

2002

·          Semantic computation in a Chinese question-answering system, Li Sujian, Huang Xiong, Bai Shuo, Liu Qun, Journal of Computer Science and Technology, v 17, n 6, November, 2002, p 933-939

·          Li Sujian, Liu Qun, Bai Shuo, Maximum Entropy Model for Chinese Chunking, The Second China-Japan Natural Language Processing Joint Research Promotion Conference, 2002(10), Beijing.

2003

·         李素建, 刘群, 汉语组块的定义和获取, 全国第七届计算语言学联合学术会议(JSCL-2003),哈尔滨, 2003.8.

( 孙茂松 陈群秀主编: 语言计算与基于内容的文本处理,北京:清华大学出版社, pp110-115, 2003(8) )

·       李素建,刘群, 基于混合模型的组块分析技术, 第二十届东方语言计算机处理国际学术会议(20thICCPOL-2003),  沈阳, 2003.8.

( 孙茂松等主编:Advances in Computation of Oriental Languages,北京:清华大学出版社,pp118-124,2003(8) )

·        Li Sujian, Wang Houfeng, Yu Shiwen, Xin Chengsheng, News-Oriented Automatic Chinese Keyword Indexing, Sighan workshop ACL2003 ,July,2003,Sapporo, Japan

·         李素建,刘群,白硕,基于最大熵模型的组块分析,计算机学报, Vol26,No 12,2003,pp1722-1727

·       Li Sujian, Wang Houfeng, Yu Shiwen, Xin Chengsheng, News-Oriented Keyword Indexing with Maximum Entropy Principle, The 17th Pacific Asia Conference on Language(PACLIC17), Information and Computation, October,  2003,Singapore

·       Li Sujian, Xin Chengsheng, Wang Houfeng, Yu Shiwen,Building Knowledge Base for News-Oriented Keyword Indexing (关键词自动标引系统的知识库建设), 中国人工智能学会2003全国学术大会(CAAI10), November, 2003, Guangzhou, China

2004

·       李素建,王厚峰,俞士汶等,关键词自动标引的最大熵模型应用研究,计算机学报, Vol.27 No.9, 2004.pp1192-1197.

·       辛乘胜,李素建,王厚峰,俞士汶,基于最大熵模型的关键词自动标引研究,人民日报社/北京大学,2004年度“中国新闻技联”优秀科技论文二等奖       

·       Wang Houfeng, Li Sujian & Yu Shiwen, A Combining Approach to Automatic Keyphrases Indexing for Chinese News Documents, In: A. Gelbukh (Ed.)Computational Linguistics and Intelligent Text Processing (CICLing-2004), Lecture Notes in Computer Science, Vol. 2945, Springer-Verlag, 2004,p435-438

·       Li Yun, Li Sujian, Wang Zhiming, Wu Yunfang, 隐喻性成语的语义映射,Recent advancement in Chinese Lexical Semantics, Proceeding of 5th Chinese Lexical Semantics Workshop (CLSW-5), 14-16 June, 2004, Singapore, pp61-68

·       Wu Yunfang, Li Sujian, Li Yun, Yu Shiwen, 双向考察和验证:并列成分中心语的语义关系和CCD的名词语义分类体系,Recent advancement in Chinese Lexical Semantics, Proceeding of 5th Chinese Lexical Semantics Workshop (CLSW-5), 14-16 June, 2004, Singaporepp 174-180.

2005

·       李素建, 李芸 , 纪鹭宁 , 徐睿峰, 词典匹配和串频统计相结合在自动主题分析中的应用, 全国第八届计算语言学联合学术会议(JSCL-2005),南京, 2005.8, pp672-675.

·       Sujian Li, Wenjie Li, Qin Lu, and Ruifeng Xu, Verifying Person Descriptions with Term-Entity Association, In Proceedings of IEEE International Conference on Machine Learning and Cybernetics (ICMLC 2005), pp. 50-55, Guang Zhou, China, 2005.(August 18-21, Guangzhou, China.)

·       Li Sujian, Lu Qin, Li Wenjie, Experiments of Ontology Construction with Formal Concept Analysis, OntoLex Workshop IJCNLP 2005, pp67-75, Korea.

·       Li Yun, Su Qi, Li Sujian, Meaning Facet Distinction in Information Retrieval, 第二届全国信息检索与内容安全学术会议NCIRCS2005,大规模信息检索与内容安全(程学旗,王斌主编) , pp 129-138( 200510,北京)

2006

·       Sujian Li, Qin Lu, Wenjie Li, and Ruifeng Xu, Interaction between Lexical Base and Ontology with Formal Concept Analysis, LREC 2006, Italy, Jun.,2006. 

·       Ruifeng Xu, Qin Lu, Sujian Li,The Design and Construction of Chinese Collocation Bank, LREC 2006, Italy, Jun.,2006.

·       Li Sujian, Ou Yangyou, Peking University at DUC 2006, DUC notebook, 2006.

2007

·       S.J. Li, Y. OuYang, W. Wang, B. Sun, Multi-document Summarization Using Support Vector Regression, DUC 2007 notebook, 2007.5.

·       S.J. Li, W. Wang, Automatic Topic-oriented Multi-document Summarization with Combination of Query-dependent and Query-independent Rankers,IEEE NLP-KE 2007, 2007.8, Beijing, pp441-445.

·       S.J.Li, W.J.Li, Q.Lu, Integrating Linguistic Patterns and Term-Entity Associations in Chinese Person Description Extraction, IEEE NLP-KE 2007, 2007.8, Beijing, pp 301-307.

·       Li Sujian, Qu Weiguang, Subtopic-focused sentence scoring in multi-document summarizationm, ALPIT 2007, the 6th International Conference on Advanced Language Processing and Web Information Technology, Luoyang, 2007.8.

·       Ouyang You, Li Sujian,  多文档自动摘要中的语句切题性打分方法, CLSW-08, 2007.5

·       Y. OuYang, S.J. Li, W.J. Li, Developing Learning Strategies for Topic-based Summarization, ACM Conference on Information and Knowledge Management (CIKM), November 2007, Lisboa, Portugal.

·       张煜, 李素建, 欧阳佑, 动态多文档自动摘要研究, ICCC 2007, 武汉,2007.10

·       Weiguang Qu, Jingsong Yu, Junsheng Zhou, Yanqiu Shao, Sujian Li, Zhifang Sui, Ensemble of RFR_SUM Unigram and Bigram for Chinese WSD, Journal of Computational Information Systems 3:5(2007) 1-6.

·       Weiguang Qu, Sujian Li, Yunfang Wu, Zhifang Sui, Shiwen Yu, 一种适于语料库建设的词义消歧模型, CLSW-08, 2007.5

2008

·       Wang Wei, Li Sujian, Wang Chen, ICL at NTCIR2007: An Improved KNN Algorithm for Text Categorization, NTCIR 2008 Patent MT notebook.

·       Li Sujian, Wang Wei, Wang Chen, TAC 2008 Update Summarization Task of ICL, TAC 2008 notebook, 2008.

2009

·       Wang Chen, Li Sujian, Wang Wei, Experiment Research on Feature Selection and Learning Method in Keyphrase Extraction, 22nd International Conference on Computer Processing of Oriental Languages, ICCPOL 2009, pp 305-312, 2009/3/26(Engineering Village (EI)).

·       Li Sujian, Zhang Yu, Using Proximity in Query Focused Multi-document Extractive Summarization,22nd International Conference on Computer Processing of Oriental Languages, ICCPOL 2009, pp 179-188, 2009/3/26(Engineering Village (EI)).

·       Wang Chen, Li Sujian, Support Vector Regression in Domain Specific Patent Classification2009 International Conference on Machine Learning and Cybernetics, pp 3511-3515, Baoding, Hebei, 2009. 2009/7/12(Engineering Village (EI)).

·       李素建,宋涛,高杰,幺鹏跃,李文捷,一种基于使用差异的词语领域性分析方法,中文信息学报,第23卷,第6期,200911月,P72-78

·       Wang Wei, Wei Furu, Li Wenjie, Li Sujian, HyperSum: Hypergraph Based Semi-Supervised Sentence Ranking for Query-Oriented Summarization, 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, November 2-6, 2009, pp1855-1858. (Engineering Village (EI)).

·       Li Sujian, Wang Wei, Zhang Yongwei, TAC 2009 update summarization of ICL, TAC 2009 workshop, November 16-17, 2009.Gaithersburg, Maryland USA.

2010

·        Li Decong, Li Sujian, Li Wenjie, Gu Congyun, Li Yun, Keyphrases Extraction Based on Topic Relevance and Term Association, Journal of Information and Computational Science,( SEWM 2010, Chengdu, May 2010. ) 7:1 (2010) 293-299. (EI)

·       李素建,谭雨田, 邵艳秋,李芸,穗志方,服务于关键词标引的韵律语法研究,第十一届汉语词汇语义学研讨会(CLSW2010),20105月,苏州.

·       Li Decong, Li Sujian, Li Wenjie, Wang Wei, A Semi-Supervised Key Phrase Extraction Approach: Learning from Title Phrases through a Document Semantic Network, ACL 2010, July 11-16. Uppsala, Sweden.

·       You Ouyang, Wenjie Li, Sujian Li, Qin Lu, Intertopic information mining for query-based summarization, Journal of the American Society for Information Science and Technology (JASIST), vol 61 issue 5, May 2010.

·       宋涛,李素建,基于流形排序的领域词抽取方法,第五届全国青年计算语言学研讨会(YWCL2010,201010月,武汉.

·       Li Sujian, Song Tao, Wang Xun, TAC 2010 Update Summarization and AESOP of ICL, TAC 2010 workshop, November 15-16, 2010, Gaithersburg, Maryland USA.

·       吴轲,李素建,王厚峰,基于CRF和词信息的缩略语预测模型,认识计算学术交流会,2010.12.23-24,北京

·        

·       Wei Wang, Sujian Li,  Damped propagation model for sentence ranking in query oriented summarization

2011

·       李素建, 文本内容自动处理的相关研究,《术语标准化与信息技术》,20113月第1期,pp43-48

·       Decong Li, Sujian Li: Hypergraph-based inductive learning for generating implicit key phrases. WWW (Companion Volume) 2011: 77-78

·       Ouyang You, Wenjie Li, Sujian Li, Qin Lu: Applying regression models to query-focused multi-document summarization. Inf. Process. Manage. 47(2): 227-237 (2011)

·       Sujian Li, Wei Wang,Wenjie Li, Exploring strategies for developing link analysis based question-oriented multi-document summarization models, ICMLC. July 11, 2011, Guilin. (accepted)

·       王荀,李素建,宋涛,姜伯平,服务于内容侧面发现的框架识别,全国第十一届计算语言学会议(CNCCL-2011), 2011.8. accepted

·       Chen Wang, Sujian Li, CoRankBayes: Bayesian Learning to Rank under the Co-training Framework and Its Application in Keyphrase Extraction, CIKM '11, October 24 - 28 2011, Glasgow, United Kingdom.

·       Sujian Li, Tao Song, Xun Wang, TAC 2011 guided summarization of ICL, TAC 2011 workshop, 2011, Gaithersburg, Maryland USA.

·       Sujian Li, Wenjie Li. Extracting Person Descriptions from Chinese Newswire through Ontological Semantic Calculation. International Journal of Knowledge and Language Processing, vol. 2, no.4,pp.1-27,2011.

2012

·       Jie Han, Sujian Li, Zhifang Sui. Experiment Research on Automated Essay Scoring for Nonnative Chinese Speakers. ICIC Express Letters, Part B: Applications, v 3, n 5, p 1285-1291, 2012. (EI)

·       Xun Wang, Lei Wang,Jiwei Li, Sujian Li. Exploring Simultaneous Keyword and Key Sentence Extraction: Improve Graph-based Ranking Using Wikipedia. CIKM 2012 poster. pp. 2619-2622, Oct. 2012, Sheraton, Maui Hawaii.

·       Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Sujian Li, Houfeng Wang: Entity-centric topic-oriented opinion summarization in twitter. KDD 2012: 379-387.

·       Yang Song, Jing Jiang, Wayne Xin Zhao, Sujian Li, Houfeng Wang. Joint Learning for Coreference Resolution with Markov Logic. EMNLP 2012, pages 12451254, Jeju Island, Korea.

·       Jiwei Li, Sujian Li, Xun Wang, Ye Tian, Baobao Chang, Update Summarization Using a Multi-level Hierarchical Dirichlet Process Model, Coling 2012, pages 1603-1618, Dec. 2012, Mumbai, India.

·       Xun Wang, Sujian Li, Jiwei Li, Wenjie Li, Implicit Discourse Relation Recognition by Selecting Typical Training Examples, Coling 2012, pages 2757-2772, Dec. 2012, Mumbai, India.

·       Longkai Zhang, Sujian Li, Houfeng Wang, Ni Sun, and Xinfan Meng, Constructing Chinese Abbreviation Dictionary: A Stacked Approach, Coling 2012, pages 3055-3070, Dec. 2012, Mumbai, India.

2013

·       Li Sujian, Li Jiwei, Song Tao, Li Wenjie, 2013. A Novel Topic Model for Automatic term extraction, ACM SIGIR 2013, short paper. July 28, Dublin, 2013.

·       Li Jiwei, Li Sujian, Claire Cardie. 2013. Evolutionary Hierarchical Dirichlet Process for Timeline Summarization, ACL short paper, Aug. 3, 2013, Sophia, Bulgaria.

·       Li Jiwei, Claire Cardie, Li Sujian. 2013. A Topic-Model based Approach for Spam Detection, ACL short paper, Aug. 3, 2013, Sophia, Bulgaria.

·       Li Jiwei, Li Sujian*. 2013. A Novel Feature-based Bayesian Model for Query Focused Multi-document Summarization, Transactions of the Association for Computational Linguistics, 1 (2013) 8998.

·       Wang Xun, Zhu Feida, Jiang Jing, Li Sujian. Real Time Event Detection in Twitter. WAIM 2013.Baoding, Hebei.

·       Ouyang Y., Li W.J., Li, S.J. and Lu Q., A Progressive Sentence Selection Strategy for Document Summarization, Information Processing and Management, Volume 49 Issue 1, pp 213-221, 2013. (EI, SCI)

·       陆勤,谌贻荣,李素建,“自下而上”与“自上而下”本体构建方法的探讨,《当代语言学》第15卷,2013年第2期,129-141.

·       Wei Wang, Sujian Li*, Jiwei Li, Wenjie Li, Furu Wei, Exploring Hypergraph-based Semi-supervised Ranking for Query-Oriented Summarization, Information sciences 237 (2013). 271-286. doi: 10.1016/j.ins.2013.03.012 (EI, SCI)

·       Sujian Li, Chen Wang, Jiawei Gu, A Novel Pairwise Learning to Rank Algorithm in Key Phrase Extraction, the Eighth International Conference on Innovative Computing, Information and Control (ICICIC2013), Kumamoto, Japan. Sep. 2013.(ICIC express, Vol.8, 2014) (EI)

·       Tao GeBaobao Chang, Sujian Li, Zhifang Sui, Event-based Time Label Propagation for Automatic Dating of News Articles, EMNLP 2013.

·       李素建,王荀,王宇昕,内容标签和关系标签相结合的汉语篇章标注, CLSW 2013, 20135,郑州, 河南.

·       王宇昕,李素建,篇章标注在医学领域问答系统中的应用,苏州. CNCCL 2013.(accepted)

·       曹自强,李素建HDP与互信息相结合的中文无指导分词,苏州,CNCCL 2013 .(accepted)

·        

2014

·       Sujian Li, Liang Wang, Ziqiang Cao, Wenjie Li, Text-level discourse dependency parsing, Baltimore, U.S., June 22-25, pages 25-35, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014).

·       Yanran Li, Sujian Li*, Query-focused Multi-document Summarization: Combining Topic Modeling with Graph-based Semi-supervised Learning, Coling 2014. The 25th International Conference on Computational Linguistics, Pages 1197-1207, Dublin, Ireland. Aug. 23-29.

·       Ziqiang Cao, Sujian Li*, Heng Ji, Joint learning of Words, terms and keywords. Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP). Pages 1774-1778. Doha, Qatar. Oct.26-29, 2014.

·       Qi Li, Heng Ji, Yu Hong, Sujian Li, Constructing Information Networks Using One Single Model, EMNLP 2014. Oct.26-29, 2014.

·        

2015

·       Ziqiang Cao, Sujian Li*, Yang Liu, Wenjie Li, Heng Ji. A Novel Neural Topic Model and Its Supervised Extension, AAAI 2015. Texas, Austin.

·       Ziqiang Cao, Furu Wei, Dong Li, Sujian Li*, Ming Zhou, Ranking with Recursive Neural Networks and Its Application to Multi-document Summarization, AAAI 2015, Texas, Austin.

·       Dian Yu, Heng Ji, Sujian Li and Chin-Yew Lin. 2015. Why Read if You can Scan: Scoping Strategy for Biographical Fact Extraction. Proc. the 2015 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologies (NAACL-HLT 2015). 

·       Yang Liu, Furu Wei, Sujian Li*, Heng Ji, Ming Zhou, Houfeng Wang, A Dependency-Based Neural Network for Relation Classification, ACL 2015

·       Ziqiang Cao, Furu Wei, Sujian Li*, Wenjie Li,Ming Zhou, Houfeng Wang, Learning Summary Prior in Extractive Summarization, ACL 2015.

·       Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang, Zhifang Sui, Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles, ACL 2015.

·       Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian Li, Chin-Yew Lin, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han and Bulent Yener, Context-aware Entity Morph Decoding, ACL 2015.

·       Yanran Li, Wenjie Li, Sujian Li, A Hierarchical Knowledge Representation for Expert Finding on Social Media. ACL 2015.

·       Lei Sha, Sujian Li*, Baobao Chang, Zhifang Sui, Recognizing Textual Entailment Using Probabilistic Inference, EMNLP 2015.

·       Yanran Li, Wenjie Li, Fei Sun, Sujian Li, Component-Enhanced Chinese Character Embeddings, EMNLP 2015.

·       Yan Yan, Xu-cheng Yin, Sujian Li, Mingyuan Yang, Hongwei Hao, Learning Document Semantic Representation with Hybrid Deep Belief Network, Computational Intelligence and Neuroscience, vol. 2015, Article ID 650527, 9 pages, 2015. doi:10.1155/2015/650527

·        

2016

·       Yang Liu, Sujian Li*,Xiaodong Zhang, Zhifang Sui. Implicit Discourse Relation Classification via Multi-task Neural Networks. Feb.12-19. U.S.A. AAAI 2016.

·       Ziqiang CaoChengyao Chen, Wenjie Li, Sujian Li*, Furu Wei. TGSum: Build Tweet Guided Multi-Document Summarization Dataset. Feb.12-19. U.S.A. AAAI 2016.

·         Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui, Joint Learning Templates and Slots for Event Schema Induction. NAACL 2016.

·       Yang Liu, Sujian Li*, Furu Wei, Heng Ji. Relation Classification via augmented dependency path. IEEE/ACM Transactions on Audio, Speech and Language Processing.

·       Lei Sha, Jing Liu, Chin-Yew Lin, Sujian Li, Baobao Chang, Zhifang Sui, RBPB: Regularization-Based Pattern Balancing Method for Event ExtractionACL 2016.

·         Yang Liu, Sujian Li*, Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention.. EMNLP 2016.

·         Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou and Zhifang Sui, Summarizing News Streams using Bursty Information Networks. EMNLP 2016.

·         Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui, Tingsong Jiang.  Capturing Argument Relationship for Chinese Semantic Role Labeling, EMNLP 2016.

·         Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Sujian Li, Baobao Chang, and Zhifang Sui. Encoding Temporal Information for Time-Aware Link Prediction. EMNLP 2016.

·         Ziqiang Cao, Wenjie Li, Sujian Li*,  AttSum: Joint Learning of Focusing and Summarization with Neural  Attention, COLING 2016.

·         Lei Sha, Baobao Chang, Zhifang Sui, and Sujian Li. Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition. COLING 2016.

·         Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Baobao Chang, Sujian Li and Zhifang Sui. Towards Time-Aware Knowledge Graph Completion. COLING 2016.

·         Yang Liu, Xuan Chen, Sujian Li*,Liang Wang, An Adptive User Model for Followee Recommendation on Twitter. NLPCC 2016.

·         Liang Wang, Sujian Li*, Xinyan Xiao, Yajuan Lv, Topic Segmentation of Web Documents with Automatic Cue Phrase Identification and BLSTM-CNN, NLPCC 2016.

·         Wenhao Ying, Xinyan Xiao, Sujian Li*, Yajuan Lv and Zhifang Sui, 一种利用语义相似度改进问答摘要的方法, NLPCC 2016.

·         Liang Wang, Qi Li, Xuan Chen, Sujian Li*, Multi-task Learning for Gender and Age Prediction on Chinese Microblog, NLPCC 2016.

·         An Yang, Sujian Li*, Yun Li, 基于领域知识和词向量的词义消歧方法, NLPCC 2016.

 

 

·       秦沐坤,李素建,王亮, 汉语篇章依存树库构建的探索

 

·       Xiaojun Wan, Ziqiang Cao, Furu Wei, Sujian Li, Ming Zhou, Multi-Document Summarization via Discriminative Summary Reranking.

·       A Semi-supervised Damped Propagation Model for Sentence Ranking in Query-Oriented Summarization.

·        

 

 

This work is supported by NSFC programs (No: 60603093, 60875042, 90920011, 61273278and 61572049), National Social Science Foud of China (No: 10CYY023 and 12&ZD227), and National Key Technology R&D Program (No: 2011BAH10B04-03), National High Technology Research and Development Program of China (863 Program) (No. 2012AA011101), 973 National Basic Research Program of China (2004CB318102) National Key Basic Research Program of China (No. 2014CB340504).

Key Laboratory of Computational Linguistics (Peking University) Ministry of Education, CHINA (北京大学计算语言学教育部重点实验室)

Collaborative Innovation Center for Language Ability, Xuzhou, Jiangsu, China(语言能力协同创新中心江苏徐州221009)

NLP Links

Conferences and Journals

 

 

1

ICML: International Conference on Machine Learning

领域顶级国际会议,录取率25%左右,2年一次

机器学习,模式识别

2

NIPS: Neural Information Processing Systems

领域顶级国际会议,录取率20%左右,每年一次

神经计算,机器学习

 

3

ACL: The Association for Computational Linguistics

国际计算语言学会年会,每年举办一次

计算语言学,自然语言处理

4

COLING: International Conference on Computational Linguistics

计算语言学会议,两年一次

计算语言学,自然语言处理

 

5

IJCNLP: International Joint Conference on Natural Language Processing

自然语言处理亚洲联盟主办的国际会议,是自然语言处理领域亚洲区域最有影响的学术会议,基本是每年举办一次

自然语言处理

 

6

ACM SIGIR: The ACM Conference on Research and Development in Information Retrieval

信息检索方面最好的会议, ACM 主办, 每年开。19%左右

信息检索技术

7

ACM SIGKDD: The ACM Conference on Knowledge Discovery in Databases and Data Mining

数据挖掘方面最好的会议, ACM 主办, 每年开。18%左右

 

8

WWW: The ACM International World Wide Web Conference

应用和媒体领域顶级国际会议

万维网

9

ACM SIGMOD: ACM SIGMOD Conf on Management of Data

数据库领域顶级国际

数据管理

10

CIKM: The ACM Conference on Information and Knowledge Management

数据库领域知名国际会议

数据管理

 

11

IEEE ICDM: International Conference on Data Mining

数据挖掘领域顶级国际会议

 

12

IJCAI: International Joint Conference on Artificial Intelligence

人工智能领域顶级国际会议,论文接受率18%左右

人工智能

13

VLDB: The ACM International Conference on Very Large Data Bases

数据库领域顶级国际

数据库

 

14

AAAI: American Association for Artificial Intelligence

美国人工智能学会AAAI的年会,使该领域的顶级会议

人工智能

 

 

15

EMNLP

 

 

 

System Demo

  • Segmentation and POS Tagging of Formatted Text
  • Keyword Indexing for Chinese News Documents

·         Demo of Chunk parsing based on Maximum Entropy

·         Segmentation and POS Tagging with Upenn Tagset

·         Multi-document Summarization

 


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2016 March 25

© Copyright by Li Sujian