2019
l Tianyi Li. Incorporating Textual Evidence in Visual Storytelling. DSNNLG 2019. Tokyo, Japan.[pdf]
l Yi Cheng. Zero-shot Chinese Discourse Dependency Parsing via Cross-lingual Mapping DSNNLG 2019. Tokyo, Japan.[pdf]
l Eric Wallace, Yizhong Wang, Sujian Li, Sameer Singh and Matt Gardner, Do Neural NLP Models Know Numbers? Probing Numeracy in Embeddings. EMNLP 2019. [pdf]
l Qianying Liu, Wenyv Guan, Sujian Li and Daisuke Kawahara. Tree-structured Decoding for Solving Math Word Problems. EMNLP 2019. [pdf]
l Liang Wang, Wei Zhao, Ruoyu Jia, Sujian Li and Jingming Liu. Denoising-based Sequence-to-Sequence Pre-training for Text Generation. EMNLP 2019. [pdf]
l Lianzhe Huang, Dehong Ma, Sujian Li, Xiaodong Zhang and Houfeng WANG. Text Level Graph Neural Network for Text Classification. EMNLP 2019.(short) [pdf]
l Wenyu Guan, Qianying Liu, Guangzhi Han, Bin Wang, Sujian Li. An Improved Coarse-to-Fine Method for Solving Generation Tasks. ALTA 2019. [pdf]
l Odmaa Byambasuren, Zhifang Sui, Baobao Chang and Sujian Li. An Automated Approach to Map a Chinese Medical Knowledge Graph to UMLS. CCKS 2019.
l 奥德玛, 杨云飞, 代达劢, 穗志方, 常宝宝, 李素建, 昝红英. 中文医学知识图谱CMeKG构建初探. 中文信息学报.
l Chen Shi, Qi Chen, Lei Sha, Hui Xue, Sujian Li, Houfeng WANG and Lintao Zhang. We Know What You Will Ask: A Dialogue System for Multi-Intent Switch and Prediction. NLPCC 2019.
l Xin Zhang, An Yang, Sujian Li, Yizhong Wang. Machine Reading Comprehension: A literature Review. https://arxiv.org/abs/1907.01686
l Bowen Yu, Zhenyu Zhang, Tingwen Liu, Bin Wang, Sujian Li, Quangang Li. Beyond Word Attention: Using Segment Attention in Neural Relation Extraction. IJCAI 2019. [pdf]
l Dehong Ma, Sujian Li, Fangzhao Wu, Xing Xie and Houfeng WANG. Exploring Sequence-to-Sequence Learning in Aspect Term Extraction. ACL 2019. [pdf]
l An Yang, Quan Wang, Jing Liu, KAI LIU, Yajuan Lyu, Hua Wu, Qiaoqiao She and Sujian Li. Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension. ACL 2019. [pdf]
2018
l Yizhong Wang and Sujian Li. Toward Fast and Accurate Neural Discourse Segmentation. EMNLP 2018. [pdf]
l Dehong Ma, Sujian Li and Houfeng WANG. Joint Learning for Targeted Sentiment Analysis. EMNLP 2018. [pdf]
l Chen Shi, Qi Chen, Lei Sha, Sujian Li, Xu Sun, Houfeng Wang and Lintao Zhang. Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning. EMNLP 2018. [pdf]
l Liang Wang, Sujian Li, Wei Zhao, Kewei Shen, Meng Sun, Ruoyu Jia, Jingming Liu. Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension. COLING 2018. [pdf]
l An Yang, Sujian Li. SciDTB: Discourse Dependency TreeBank for Scientific Abstracts. ACL 2018. [pdf]
l Yizhong Wang, Kai Liu, Jing Liu, Wei He, Yajuan Lyu, Hua Wu, Sujian Li, Haifeng Wang. Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification. ACL 2018. [pdf]
l Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei. Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization. ACL 2018. [pdf]
l An Yang, Kai Liu, Jing Liu, Yajuan Lyu, Sujian Li. Adaptations of ROUGE and BLEU for Better Evaluating Yes-No and Entity Answers, MRQA Workshop of ACL 2018. [pdf]
l Dehong Ma, Sujian Li, Houfeng Wang. Target Extraction via Feature-Enriched Neural Networks Model. NLPCC 2018. [pdf]
l Niantao Xie, Sujian Li, Huiling Ren and Qibin Zhai. Abstractive Summarization Improved by WordNet-based Extractive Sentences. NLPCC 2018. [pdf]
l Qianying Liu, Daisuke Kawahara, Sujian Li. Scientic Keyphrase Extraction: Extracting Candidates with Semi-supervised Data Augmentation. CCL 2018. [pdf]
l Ziqiang Cao,Wenjie Li, Furu Wei, Sujian Li. Faithful to the Original: Fact Aware Neural Abstractive Summarization. AAAI 2018. [pdf]
l Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang and Zhifang Sui. Order-Planning Neural Text Generation From Structured Data. AAAI 2018.[pdf]
l Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren, Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. NAACL 2018. [pdf]
l Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang. Interactive attention networks for Aspect-Level Sentiment Classification, IJCAI 2017. [pdf]
l Liang Wang, Sujian Li, Yajuan Lyu and Houfeng Wang, Learning to Rank Semantic Coherence for Topic Segmentation. EMNLP 2017. [pdf]
l Yizhong Wang, Sujian Li, Houfeng Wang, A Two-stage Parsing Method for Text-level Discourse Analysis, ACL 2017.(Outstanding Paper Award) [pdf]
l Liang Wang, Sujian Li, PKU_ICL at SemEval-2017 Task 10: Keyphrase Extraction with Model Ensemble and External Knowledge. SemEval 2017. [pdf] [code]
l Xiaodong Zhang, Sujian Li, Lei Sha, Houfeng Wang, Attentive Interactive Neural Networks for Answer Selection in Community Question Answering, AAAI 2017. [pdf]
l Ziqiang Cao, Wenjie Li, Chuwei Luo, Sujian Li, Joint Copying and Restricted Generation for Paraphrase, AAAI 2017. [pdf]
l Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei, Improving Multi-Document Summarization via Text Classification, AAAI 2017. [pdf]
l Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang, Cascading Multiway Attentions for Document-level Sentiment Classification, IJCNLP 2017.[pdf]
l Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang. Tag-enhanced tree-structured neural networks for implicit discourse relation classification. IJCNLP 2017.[pdf][code]
l Wei Wu, Houfeng Wang, Sujian Li. Bi-directional gated memory networks for answer selection. Nanjing, CCL 2017.
2016
l Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui. Joint Learning Templates and Slots for Event Schema Induction. NAACL 2016. [pdf]
l Yang Liu, Sujian Li, Furu Wei, Heng Ji. Relation Classification via modeling augmented dependency path. IEEE/ACM Transactions on Audio, Speech and Language Processing. [pdf]
l Lei Sha, Jing Liu, Chin-Yew Lin, Sujian Li, Baobao Chang, Zhifang Sui, RBPB: Regularization-Based Pattern Balancing Method for Event Extraction，ACL 2016. [pdf]
l Yang Liu, Sujian Li, Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention. EMNLP 2016. [pdf]
l Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou and Zhifang Sui. News Stream Summarization using Bursty Information Networks. EMNLP 2016. [pdf]
l Lei Sha, Tingsong Jiang, Baobao Chang, Zhifang Sui, Sujian Li. Capturing Argument Relationship for Chinese Semantic Role Labeling, EMNLP 2016. [pdf]
l 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. [pdf]
l Ziqiang Cao, Wenjie Li, Sujian Li. AttSum: Joint Learning of Focusing and Summarization with Neural Attention. COLING 2016. [pdf]
l Lei Sha, Baobao Chang, Zhifang Sui, and Sujian Li. Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition. COLING 2016. [pdf]
l Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Baobao Chang, Sujian Li and Zhifang Sui. Towards Time-Aware Knowledge Graph Completion. COLING 2016.[pdf]
l Yang Liu, Xuan Chen, Sujian Li, Liang Wang, An Adptive User Model for Followee Recommendation on Twitter. NLPCC 2016.
l Liang Wang, Sujian Li, Xinyan Xiao, Yajuan Lv, Topic Segmentation of Web Documents with Automatic Cue Phrase Identification and BLSTM-CNN, NLPCC 2016.
l Liang Wang, Qi Li, Xuan Chen, Sujian Li, Multi-task Learning for Gender and Age Prediction on Chinese Microblog, NLPCC 2016.
l Yang Liu, Sujian Li, Zhifang Sui, Xiaodong Zhang. Implicit Discourse Relation Classification via Multi-task Neural Networks. Feb.12-19. U.S.A. AAAI 2016. [pdf]
l Ziqiang Cao，Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei. TGSum: Build Tweet Guided Multi-Document Summarization Dataset. Feb.12-19. U.S.A. AAAI 2016. [pdf]
2015
l Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji. A Novel Neural Topic Model and Its Supervised Extension, AAAI 2015. Texas, Austin. [pdf]
l 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. [pdf]
l Dian Yu, Heng Ji, Sujian Li and Chin-Yew Lin. 2015. Why Read if You can Scan: Scoping Strategy for Biographical Fact Extraction. Proc. of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT 2015). [pdf]
l Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang, A Dependency-Based Neural Network for Relation Classification, ACL 2015. [pdf]
l Ziqiang Cao, Furu Wei, Sujian Li, Wenjie Li,Ming Zhou, Houfeng Wang, Learning Summary Prior in Extractive Summarization, ACL 2015. [pdf]
l 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. [pdf]
l 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. [pdf]
l Yanran Li, Wenjie Li, Sujian Li, A Hierarchical Knowledge Representation for Expert Finding on Social Media. ACL 2015. [pdf]
l Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui, Recognizing Textual Entailment Using Probabilistic Inference, EMNLP 2015. [pdf]
l Yanran Li, Wenjie Li, Fei Sun, Sujian Li, Component-Enhanced Chinese Character Embeddings, EMNLP 2015. [pdf]
l 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. [pdf]
2014
l 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). [pdf] [code]
l Yanran Li, Sujian Li, Query-focused Multi-document Summarization: Combining Topic Modeling with Graph-based Semi-supervised Learning, COLING 2014. Pages 1197-1207, Dublin, Ireland. Aug. 23-29. [pdf]
l 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. [pdf]
l Qi Li, Heng Ji, Yu Hong, Sujian Li, Constructing Information Networks Using One Single Model, EMNLP 2014. Oct.26-29, 2014. [pdf]
2013
l Sujian Li, Jiwei Li, Tao Song, Wenjie Li, Baobao Chang, 2013. A Novel Topic Model for Automatic term extraction, ACM SIGIR 2013. [pdf]
l Jiwei Li, Sujian Li. 2013. Evolutionary Hierarchical Dirichlet Process for Timeline Summarization, ACL 2013. [pdf]
l Jiwei Li, Claire Cardie, Sujian Li. 2013. A Topic-Model based Approach for Spam Detection, ACL 2013. [pdf]
l Jiwei Li, Sujian Li. 2013. A Novel Feature-based Bayesian Model for Query Focused Multi-document Summarization, TACL (1): 89-98. [pdf]
l Xun Wang, Feida Zhu, Jing Jiang, Sujian Li. Real Time Event Detection in Twitter. WAIM 2013. [pdf]
l Sujian Li, Xun Wang and Yuxin Wang, Exploration on Chinese Discourse Tagging Scheme, CLSW 2013. May, 2013. Zhengzhou, Henan.
l Wei Wang, Sujian Li, Jiwei Li, Wenjie Li, Furu Wei, 2013. Exploring Hypergraph-based Semi-supervised Ranking for Query-Oriented Summarization, Information Sciences, 271-286. [pdf]
l Qin Lu, Yirong Chen, Sujian Li, Exploration of “Bottom-up” and “Top-down” Ontology Construction, Contemporary Linguistics, Vol.15 No.2, pp 129-141, 2013.
l You Ouyang, Wenjie Li, Sujian Li and Qin Lu, A Progressive Sentence Selection Strategy for Document Summarization, Information Processing and Management, Volume 49 Issue 1, pp 213-221, 2013. [pdf]
2012
l 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. [pdf]
l 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. [pdf]
l 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. [pdf]
l 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.
l 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. [pdf]
l Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Sujian Li, Houfeng Wang. Entity-centric topic-oriented opinion summarization in twitter. KDD 2012: 379-387. [pdf]
l Yang Song, Jing Jiang, Wayne Xin Zhao, Sujian Li, Houfeng Wang. Joint Learning for Coreference Resolution with Markov Logic. EMNLP 2012, pages 1245-1254, Jeju Island, Korea. [pdf]
2011
l Decong Li, Sujian Li, Hypergraph-based inductive learning for generating implicit key phrases. WWW (Companion Volume) 2011: 77-78. [pdf]
l 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) [pdf]
l Sujian Li, Wei Wang, Wenjie Li, Exploring strategies for developing link analysis based question-oriented multi-document summarization models, ICMLC. July 11, 2011, Guilin.
l 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. [pdf]
l
Sujian Li, Tao Song, Xun Wang, TAC 2011 guided summarization of ICL,
TAC 2011 workshop, 2011,
l 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.
2010 and before
l Decong Li, Sujian Li, Wenjie Li, Wei Wang. A Semi-Supervised Key Phrase Extraction Approach: Learning from Title Phrases through a Document Semantic Network, ACL 2010, July 11-16. Uppsala, Sweden. (CCF A)
l 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.
l Wei Wang, Furu
Wei, Wenjie Li, Sujian Li. HyperSum: Hypergraph Based
Semi-Supervised Sentence Ranking for Query-Oriented Summarization, CIKM 2009, Hong Kong, November 2-6,
2009, pp1855-1858.
l Sujian Li, Yu Zhang. Using Proximity in Query Focused Multi-document Extractive Summarization,22nd International Conference on Computer Processing of Oriental Languages, (ICCPOL 2009), pp 179-188.
l Chen Wang, Sujian Li, Wei Wang. 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.
l Sujian Li, Wei Wang, Yongwei Zhang. TAC 2009 update summarization of ICL, TAC 2009 workshop, November 16-17, 2009.Gaithersburg, Maryland USA.
l You Ouyang, Sujian Li, Wenjie Li. Developing Learning Strategies for Topic-based Summarization, ACM Conference on Information and Knowledge Management (CIKM 2017).
l Sujian Li, Weiguang Qu. Subtopic-focused sentence scoring in multi-document summarizationm, the 6th International Conference on Advanced Language Processing and Web Information Technology(ALPIT 2007).
l Sujian Li, Wei Wang. Automatic Topic-oriented Multi-document Summarization with Combination of Query-dependent and Query-independent Rankers, IEEE NLP-KE 2007, pp441-445.
l Sujian Li, Wenjie.Li, Qin Lu. Integrating Linguistic Patterns and Term-Entity Associations in Chinese Person Description Extraction, IEEE NLP-KE 2007, pp 301-307.
|
l Sujian Li, Qin Lu, Wenjie Li, and Ruifeng Xu, Interaction between Lexical Base and Ontology with Formal Concept Analysis, LREC 2006, Italy, Jun.,2006. l Ruifeng Xu, Qin Lu, Sujian Li, The Design and Construction of Chinese Collocation Bank, LREC 2006, Italy, Jun.,2006. l Sujian Li, You Ouyang. Peking University at DUC 2006, DUC notebook, 2006. l 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. l 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.) l Sujian Li, Qin Lu, Wenjie Li. Experiments of Ontology Construction with Formal Concept Analysis, OntoLex Workshop IJCNLP 2005, pp67-75, Korea. l 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 l 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. l 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. l Yun Li, Sujian Li, Zhiming Wang, Yunfang Wu, 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. l 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) ) l 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) ) l Li Sujian, Wang Houfeng, Yu Shiwen, Xin Chengsheng, News-Oriented Automatic Chinese Keyword Indexing, Sighan workshop ACL2003 ,July,2003,Sapporo, Japan l 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. l
Sujian Li,
Houfeng Wang, Shiwen Yu, Chengsheng Xin. News-Oriented Keyword Indexing with
Maximum Entropy Principle, The 17th Pacific Asia Conference on
Language(PACLIC17), Information and Computation, October, 2003,Singapore. l
Sujian Li, Chengsheng Xin, Houfeng Wang, Shiwen Yu.
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. l Sujian Li, Xiong Huang, Shuo Bai,
Qun Liu. Semantic computation
in a Chinese question-answering system, Journal of Computer Science and
Technology, v 17, n 6, November, 2002, p 933-939 l Sujian Li, Qun Liu, Shuo Bai, Maximum Entropy Model for Chinese Chunking, The Second China-Japan Natural Language Processing Joint Research Promotion Conference, 2002(10), Beijing.
|
2018 July 29
© Copyright by Li Sujian