Publications 2018-07-10T09:10:27+00:00

Selected Papers

2018

  1. Bo Chen, Le Sun and Xianpei Han. Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing. In: the 56th Annual Meeting of the Association for Computational Linguistics(ACL 2018,CCF-A).
  2. Hongyu Lin, Yaojie Lu, Xianpei Han and Le Sun. Nugget Proposal Networks for Chinese Event Detection. In: the 56th Annual Meeting of the Association for Computational Linguistics(ACL 2018,CCF-A).
  3. Hongyu Lin, Yaojie Lu, Xianpei Han and Le Sun. Adaptive Scaling for Sparse Detection in Information Extraction. In: the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018,CCF-A).
  4. Cancan Jin, Ben He, Kai Hui, Le Sun. TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring. In: the 56th Annual Meeting of the Association for Computational Linguistics(ACL 2018,CCF-A).
  5. Bo An, Xianpei Han and Le Sun. Accurate Text-Enhanced Knowledge Graph Representation Learning. In: The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies(NAACL 2018,CCF-B).
  6. Bo Chen, Le Sun and Xianpei Han. Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing. In: The 27th International Conference on Computational Linguistics (COLING 2018,CCF-B)
  7. Bo An, Xianpei Han and Le Sun. Model-Free Context-Aware Word Composition. In: The 27th International Conference on Computational Linguistics (COLING 2018,CCF-B).

2017

  1. Hongyu Lin, Le Sun, Xianpei Ha Reasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension. In: Proc. of the 2017 Conference on Empirical Methods on Natural Language Processing (EMNLP 2017,CCF-B)
  2. Xianpei Han and Le Sun. Distant Supervision via Prototype-based Global Representation Learning. In: the Thirty-First AAAI Conference (AAAI-17,CCF-A).

2016

  1. Xianpei Han, Le Sun. Context-Sensitive Inference Rule Discovery: A Graph-based Method. In: the 26th International Conference on Computational Linguistics (COLING 2016,CCF-B).
  2. Bo Chen, Le Sun, Xianpei Han, Bo An. Sentence Rewriting for Semantic Parsing. In: The 54th annual meeting of the Association for Computational Linguistics (ACL 2016,CCF-A)
  3. Xianpei Han, Le Sun. Global Distant Supervision for Relation Extraction. The Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16,CCF-A).
  4. Zhenzhong Zhang, Le Sun,   Xianpei Han. A Joint Model for Entity Set Expansion and Attribute Extraction from Web Search Queries. The Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16,CCF-A). 2016.

2015

  1. Zhenzhong Zhang, Le Sun and Xianpei Han. Learning to Mine Query Subtopics from Query Log. In: The 53rd annual meeting of the Association for Computational Linguistics (ACL 2015,CCF-A ).
  2. Su, Jinsong, Deyi Xiong, Yang Liu, Xianpei Han, Hongyu Lin, Junfeng Yao and Min Zhang. A Context-Aware Topic Model for Statistical Machine Translation. In: The 53rd Annual Meeting of the Association for Computational Linguistics and The 7th International Joint Conference of the Asian Federation of Natural Language Processing(ACL 2015,CCF-A ).
  3. Su, Jinsong, Deyi Xiong, Shujian Huang, Xianpei Han and Junfeng Yao. Graph-Based Collective Lexical Selection for Statistical Machine Translation. In: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing(EMNLP 2015).

2014

  1. Bei Shi, Zhengzhong Zhang, Le Sun, Xianpei Han. A Probabilistic Co-Bootstrapping Method for Entity Set Expansion. The 25th International Conference on Computational Linguistics(COLING 2014).2014
  2. Xianpei Han and Le Sun. Semantic Consistency: A Local Subspace Based Method for Distant Supervised Relation Extraction. In: The 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014,CCF-A), Baltimore, Maryland, 2014. pp. 718-724.
  3. Le Sun and Xianpei Han. A Feature-Enriched Tree Kernel for Relation Extraction. In: The 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014,CCF-A), Baltimore, Maryland, 2014. pp. 61-67.

2013

  1. Zhenzhong Zhang, Le Sun and Xianpei Han. Learning to detect task boundaries of query session. In The 22nd ACM international conference on Conference on information & knowledge management(CIKM 2013,CCF-B)。

2012

  1. Xianpei Han and Le Sun. An Entity-Topic Model for Entity Linking. In: Conference on Empirical Methods in Natural Language Processing and Natural Language Learning (EMNLP-CoNLL 2012,CCF-B)
  2. A component-based on-line handwritten Tibetan character recognition method using conditional random field, Proc. of 13rd ICFHR, Bari, Italy, 2012
  3. On-line handwritten Chinese character recognition based on inter-radical stochastic context-free grammar, IJCNN, Brisbane, Australia, 2012

2011

  1. Xianpei Han, Le Sun and Jun Zhao. Collective Entity Linking in Web Text: A Graph-Based Method. In: The 34th Annual ACM SIGIR Conference (SIGIR 2011,CCF-A), Beijing, China, July 24-28, 2011.
  2. Xianpei Han and Le Sun. A Generative Entity-Mention Model for Linking Entities with Knowledge Base. In: The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT 2011,CCF-A), Portland, Oregon, USA, June 19-24, 2011.
  3. Zhenzhong Zhang and Le Sun. Improving Word Sense Induction by Exploiting Semantic Relevance. In Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP 2011).Chiang Mai, Thailand. Nov. 8-13, 2011.
  4. Xue Jiang, Xianpei Han and Le Sun. ISCAS at Subtopic Mining Task in NTCIR9. In Proceedings of NII Test Collection for IR Systems (NTCIR 2011). Tokyo, Japan. December 6-9, 2011.

2010

  1. Yunping Huang, Le Sun. Query Model Refinement Using Word Graphs. In Proceedings of the 18th International Conference on Information and Knowledge Management (CIKM 2010).
  2. Yunping Huang, Le Sun. A Unified Iterative Optimization Algorithm for Query Model and Ranking Refinement. The Sixth Asia Information Retrieval Societies Conference (AIRS 2010).
  3. Wenbo Li, Le Sun, Zhenzhong Zhang, Xue Jiang, Weiru Zhang. TC-DCA: A System for Text Classification Based on Document’s Content Allocation. In Proceedings of the 18th International Conference on Information and Knowledge Management (CIKM 2010).
  4. Dakun Zhang, Le Sun, Wenbo Li. Improving Phrase-based SMT Model with Flattened Bilingual Parse Tree. In Proceedings of the 6th IEEE International Conference on Natural Language Processing and Knowledge Engineering(NLPKE 2010)
  5. Zhenzhong Zhang, Le Sun, Wenbo Li. ISCAS: A System of Chinese Word Sense Induction Based on K-means Algorithm. In Proceedings of the 1st CIPS-SIGHAN Joint Conference on Chinese Language Processing (CLP 2010)
  6. Zhenzhong Zhang, Le Sun, Qiang Dong. Overview of Chinese Word Sense Induction at Task-4 at CLP2010.. In Proceedings of the 1st CIPS-SIGHAN Joint Conference on Chinese Language Processing (CLP 2010)

2009

  1. Yunping Huang, Le Sun, Jian-Yun Nie. Smoothing Document Language Model with Local Word Graph.In Proceedings of the 18th International Conference on Information and Knowledge Management (CIKM 2009),(accepted,short paper).
  2. Yunping Huang, Le Sun, Zhe Wang. A Unified Graph-Based Iterative Reinforcement Approach to Personalized Search. The Fifth Asia Information Retrieval Symposium (AIRS 2009).

2008

  1. Wenbo Li, Le Sun, etc. Smoothing LDA Model for Text Categorization. 4th Asia Information Retrieval Symposium (AIRS 2008), LNCS 4993, pp. 83–94, Harbin, 2008
  2. Jing Li, Sun le. A Lexical Chain Approach for Update-style Query-focused Multi-document Summarization. In the Proceedings of AIRS. Harbin, Jan 2008
  3. Ruihong Huang, Le Sun, Yuanyong Feng. Study of Kernel-based Methods for Chinese Relation Extraction(poster). In the LNCS, Springer, AIRS 08
  4. Dakun Zhang, Le Sun and Wenbo Li. A Structured Prediction Approach for Statistical Machine Translation, International Joint Conference on Natural Language Processing (IJCNLP 2008) (poster) Hyderabad, India, 2008
  5. Yuanyong Feng, Ruihong Huang, Le Sun. Two-Step Chinese NER Based on CRF. The Fourth SIGHAN Bakeoff: the First CIPSC. Hyderabad, India. January 7-12, 2008
  6. Yunping Huang, Yulin Wang, Le Sun. ISCAS at Multilingual Opinion Analysis Task. NTCIR 7,Tokyo,Japan, 2008

2007

  1. Le Sun. Introduction of the HTRDP Chinese IR Evaluation. The First International Workshop on Evaluating Information Access ( EVIA 2007), May, 2007, Tokyo
  2. Le Sun. A User Adaptive Framework for Computer-aided Translation System, Chapter 9 in book Computer-aided Translation: Theory and Practice, 2007
  3. LIU Qun, WANG Xiangdong, LIU Hong, SUN Le, TANG Sheng, XIONG Deyi, HOU Hongxu, LV Yuanhua, LI Wenbo, LIN Shouxun, QIAN Yueliang. Introduction to HTRDP evaluations on Chinese information processing and intelligent human-machine interface, Frontiers of Computer Sciences in China, Vol.1, No.1, Feb.2007
  4. Jing Li, Le Sun,Chunyu Kit, Jonathan Webster. A Query-Focused Multi-Document Summarizer Based on Lexical Chains,Proceeding of the Document Understanding Conferences (DUC) 2007
  5. Huang Rui-hong, Sun Le, Li Jing , Pan Long-xi and Zhang Junlin. ISCAS in CLIR at NTCIR-6: Experiments with MT and PRF, NTCIR-6, Tokyo, Japan, 2007
  6. Huan Rui-hong, Sun Le, Pan Long-xi. ISCAS in Opinion Analysis Pilot Task: Experiments with sentimental dictionary based classifier and CRF model, NTCIR-6, Tokyo, Japan, 2007

2006

  1. Yuanhua Lv, Le Sun, etc. An Iterative Implicit Feedback Approach to Personalized SearchProceeding of COLING/ACL2006,Sydney (Regular paper)
  2. Yuanyong Feng. Le Sun. Yuanhua Lv. Chinese Word Segmentation and Named Entity Recognition Based on Conditional Random Fields Models,Proceedings of the Fifth SIGHAN Workshop on Chinese Language Processing, 2006,Sydney
  3. Quan Zhou, Le Sun, Yuanhua Lv. ISCAS at DUC06, Proceeding of the Document Understanding Conferences (DUC) 2006

2005

  1. Jinming Min, Le Sun and Junlin Zhang. ISCAS in English-Chinese CLIR at NTCIR-5. Proceedings of the Fifth NTCIR Workshop on Research in Information Access Technologies Information Retrieval, Question Answering and Summarization, Tokyo Japan, 2005
  2. Quan Zhou, Le Sun, Jian-Yun Nie. IS_SUM: A Multi-Document Summarizer based on Document Index Graphic and Lexical Chains, Proceeding of the Document Understanding Conferences (DUC) 2005,10
  3. Junlin Zhang, Le Sun. Using the Web Corpus to Translate the Queries in Cross-Lingual Information Retrieval, 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering. Oct., 2005
  4. Yuanyong Feng, Le Sun and Julin Zhang. Early Results for Chinese Named Entity Recognition Using Conditional Random Fields Model, HMM and Maximum Entropy, 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering. Oct., 2005
  5. Junlin Zhang, Le Sun, Quan zhou. A Cue-based Hub-Authority Approach for Multi-Document Text Summarization, 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering. Oct., 2005
  6. Zhang Junlin, Sun le, Lv Yuanhua,Zhang Wei. Relevance Feedback.by Exploring the Different Feedback Source and Collection Structure,Proceeding of the Text REtrieval Conference (TREC).TREC 2005

2004

  1. Zhang Junlin, Sun Le, Qu Weimin, Du Lin, Sun Yufang. A Three Level Cache-based Adaptive Chinese Language Model, Lecture Notes in Computer Science (Springer) 2004.3
  2. Sun le, Zhang Junlin, Sun Yufang. ISCAS at TREC2004:HARD Track. Proceeding of the Text REtrieval Conference (TREC).TREC 2004
  3. Zhang Junlin, Sun Le , Qu Weimin, Sun Yufang. A Trigger Language Model-based IR system, The 20th International Conference on Computational Linguistics(COLING 2004). Geneva, Switzerland, Vol.1, pp. 680-686
  4. Zhang Junlin, Sun Le , Yongchen Zhang. Applying Language Model into IR Task,NTCIR Workshop Fourth Meeting,2004

2003

  1. Qu Wei-min, Zhang Jun-lin, Sun Le, Sun Yu-fang. An Efficient Indexing and Querying Algorithm for Large-scale XML Data, 《软件学报》, 2003,Vol.14 (Suppl.), p97~104
  2. Qu Wei-min, Zhang Jun-lin, Sun Le, Sun Yu-fang. An Efficient Indexing and Querying Algorithm for Large-scale XML Data,《软件学报》, 2003,Vol.14 (Suppl.), p97~104
  3. Zeng Wu, Lin Du, Le Sun, Shiwei Ye. TREC12 HARD Track at ISCAS. In Proceeding of the Text REtrieval Conference (TREC) TREC 2003

2002

  1. Le Sun, Wei-min Qu, Song Xue. Constructing of a Large-Scale Chinese-English Parallel Corpus, In COLING 2002, The 3rd Workshop on Asian Language Resources and International Standardization, TaiWan, 2002
  2. Jun-lin Zhang,Le Sun, Wei-min Qu, Lin Du, Song Xue. ISCAS IN NTCIR-3, NTCIR-3, Tokyo, Japan, 2002

2001

  1. Du Lin, Zhang Yibo, Sun Le, Sun Yufang. The Application of the Comparable Corpora in the Chinese-English Cross-Lingual Information Retrieval, Journal of Computer Science and Technology, Vol. 16 , No. 4, p351~358.2001
  2. Sun Le, Zhang YiBo, Zhang JunLin, Sun YuFang. PECAT: A Computer-Aided Translation Tool Based On Bilingual Corpora. Proceeding of the IEEE SMC 2001, Tucson, Arizona, USA, Oct. 7-10, 2001, p927~932
  3. Sun Le, Zhang Junlin, Qu Weiming, Sun Yufang. Evaluation of an English-Chinese CLIR Experimental System Based on Bilingual Dictionary. International Conference on Chinese Computing, Singapore, Nov. 2001
  4. Zhang Yibo, Sun Le, Du Lin, Jin Youbing, Sun Yufang. ISCAS Text Retrieval in NTCIR Workshop II. In Proceedings of the Second NTCIR Workshop Research in Chinese & Japanese Text Retrieval and Text Summarization, Tokyo, Japan, pp.146-153,Mar. 7-9, 2001

2000

  1. Du Lin, Zhang Yibo, Sun Le, Sun Yufang, Han Jie. PM-based indexing for Chinese text retrieval. In Proceedings of the fifth international workshop on on Information retrieval with Asian languages IRAL , Nov, 2000
  2. Sun Le, Jin Youbin, Du Lin, Sun Yufang. Automatic Extraction of English-Chinese Translation Lexicons from Noisy Bilingual Corpora. Second International Conference On Language Resources and Evaluation,. ATHENS, GREECE, 31 MAY- 2 JUNE 2000,vol. II, p751~756
  3. Du Lin, Zhang Yibo, Sun Le, Sun Yufang, Han Jie. PM-based indexing for Chinese text retrieval. In Proceedings of the fifth international workshop on on Information retrieval with Asian languages IRAL , Nov, 2000
  4. Sun Le, Jin Youbin, Du Lin, Sun Yufang. Word Alignment of English-Chinese Bilingual Corpus Based on Chunks. In Proceeding of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, Oct.3 – 6 2000, Hong kong, p110~116
  5. Zhang Yibo, Sun Le, Sun Yufang. Query Translation in Chinese-English Cross-language Information Retrival. In Proceeding of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, Oct.3 – 6 2000, Hong kong, p104~109

1999

  1. Sun Le, Du Lin, Sun Yufang, Jin Youbin. Sentence Alignment of English-Chinese Complex Bilingual Corpora., Proceeding of the workshop Multi-lingual Information Processing and Asia Language Processing (MAL 1999) , Beijing, Nov. 5,1999 , P135~139

The Full List is Here.