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国际会议：
[1] Xianpei Han, Le Sun and Jun Zhao. Collective Entity Linking in Web Text: A Graph-Based Method. In Proceedings of the 34th Annual ACM SIGIR Conference (SIGIR 2011). Beijing, China, July 24-28, 2011. pp. 765-774.
[2] Xianpei Han, Le Sun, A GENERATIVE ENTITY-MENTION MODEL FOR LINKING ENTITIES WITH KNOWLEDGE BASE, Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL-HLT 2011), 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 (IJCNLP2011).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 ( NTCIR2011). Tokyo, Japan. December 6-9, 2011.
[5]Yunping Huang, Le Sun. Query Model Refinement Using Word Graphs.In Proceedings of the 18th International Conference on Information and Knowledge Management（CIKM 2010）, Toronto, Canada, October 26-30, 2010
[6] 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）, Toronto, Canada, October 26-30, 2010
[7] Yunping Huang, Le Sun. A Unified Iterative Optimization Algorithm for Query Model and Ranking Refinement. The Sixth Asia Information Retrieval Societies Conference （AIRS 2010）
[8] 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 (NLPKE2010)
[9] 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 (CLP2010)
[10] Le Sun，Zhenzhong Zhang,, 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 (CLP2010)
[11] 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)
[12] Yunping Huang, Le Sun, Zhe Wang. A Unified Graph-Based Iterative Reinforcement Approach to Personalized Search. The Fifth Asia Information Retrieval Symposium (AIRS 2009)
[13] Dakun Zhang, Le Sun, Wenbo Li, A Structured Prediction Approach for Statistical Machine Translation, In Proceedings of the 4th International Joint Conference on Natural Language Processing（IJCNLP 2008）, pp. 649-654. Hyderabad,India
[14] Le Sun, Introduction of the HTRDP Chinese IR Evaluation Task,: In Proceedings of the First International Workshop on Evaluating Information Access (EVIA 2007, Invited paper )
[15] Li Jing, Le Sun, Kit Chun Yu, J. Webster, A Query-focused Multi-document Summarizer based on Lexical Chains, DUC workshop（DUC2007）, 2007
[16] Yuanyong Feng, Ruihong Huang, Le Sun, Two-step Chinese Named Entity Recognition Based on Conditional Random Fields, Proceedings of SIGHAN Workshop(SIGHAN2007), 2007
[17] Ruihong Huang, Longxi Pan, Le Sun, ISCAS in Opinion Analysis Pilot Task: Experiment with Sentimental Dictionary based Classifier and CRF Model, Proceedings of NTCIR Workshop Meeting(NTCIR2007), Tokyo, Japan, May, 2007
[18]Yuanhua Lv, Le Sun, etc. An Iterative Implicit Feedback Approach to Personalized Search， Proceeding of COLING/ACL2006(COLING/ACL2006)，Sydney
[19]Yuanyong Feng. Le Sun. Yuanhua Lv, Chinese Word Segmentation and Named Entity Recognition Based on Conditional Random Fields Models , In Proceedings of the Fifth SIGHAN Workshop on Chinese Language Processing(SIGHAN2006), 2006，Sydney
[20]Quan Zhou, Le Sun, Yuanhua Lv, ISCAS at DUC06, Proceeding of the Document Understanding Conferences (DUC2006)
[21] 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(NTCIR2005), Tokyo Japan, 2005.
[22] Quan Zhou, Le Sun, Jian-Yun Nie, A Multi-Document Summarizer based on Document Index Graphic and Lexical Chains, Proceeding of the Document Understanding Conferences (DUC 2005)
[23] 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(NLPKE2005). Oct., 2005
[24] 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. (NLPKE2005) Oct., 2005.
[25] 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(NLPKE2005). Oct., 2005.
[26] Zhang Junlin, Sun le, Lv Yuanhua,Zhang Wei, Relevance Feedback by Exploring the Different Feedback Source and Collection Structure, In Proceeding of the Text REtrieval Conference (TREC2005).
[27] Sun le, Zhang Junlin, Sun Yufang, ISCAS at TREC2004:HARD Track. Proceeding of the Text REtrieval Conference (TREC2004).
[28] Zhang Junlin, Sun Le , Qu Weimin, Sun Yufang. A Trigger Language Model-based IR system, The 20th International Conference on Computational Linguistics(COLING2004). Geneva, Switzerland, Vol.1, pp. 680-686, Aug, 2004
[29] Zhang Junlin, Sun Le , Yongchen Zhang, Applying Language Model into IR Task, NTCIR Workshop Fourth Meeting,2004. (NTCIR2004)
[30] Zhang JL, Sun Le, Qu WM, et al., A three level cache-based adaptive Chinese language model, 1st International Joint Conference on Natural Language Processing (IJCNLP 2004), MAR 22-24, 2004
[31] Zeng Wu, Lin Du, Le Sun, Shiwei Ye, TREC12 HARD Track at ISCAS, Proceeding of the Text REtrieval Conference (TREC 2003).
[32] Sun Le, Qu Wei-min, Xue Song, Constructing of a Large-Scale Chinese-English Parallel Corpus, In Coling2002 the 3rd Workshop on Asian Language Resources and International Standardization(COLING2002), TaiWan, 2002
[33] Zhang Jun-lin Zhang，Sun Le, Qu Wei-min, Du Lin, Xue Song, ISCAS IN NTCIR-3(NTCIR2002), NTCIR-3, Tokyo, Japan, 2002
[34] Sun Le, Zhang YiBo, Zhang JunLin, Sun YuFang, PECAT: A Computer-Aided Translation Tool Based On Bilingual Corpora, Proceeding of the IEEE SMC 2001(SMC2001), Tucson, Arizona,USA, Oct. 7-10, 2001, p927~932
[35] 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(ICCC2001), Singapore, Nov. 2001
[36] Zhang Yibo, Sun Le, Du Lin, Jin Youbing, Sun Yufang, ISCAS’ Text Retrieval in NTCIR Workshop II, Proceedings of the Second NTCIR Workshop Research in Chinese & Japanese Text Retrieval and Text Summarization(NTCIR2001), Tokyo, Japan, pp.146-153， Mar. 7-9, 2001
书摘：
[1] 孙乐、孙玉芳，“从应用角度看自然语言处理”，《中文信息处理若干重要问题》，科学出版社，2003，p281-290
[2] 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) 2005. Volume 3248/2005, 487-492
[3] Sun Le, A User Adaptive Framework for Computer-aided Translation System, Chapter 9 in book Computer-aided Translation: Theory and Practice, 2007
[4] Wenbo Li, Le Sun, etc. Smoothing LDA Model for Text Categorization., Lecture Notes in Computer Science (Springer) Volume 4993, pp. 83–94
[5] Li Jing, Le Sun, A Lexical Chain Approach for Query-focused Update-style Multi-document Summarization, Lecture Notes in Computer Science (Springer), 2008, Volume 4993, pp.310-320
[6] Ruihong Huang, Le Sun,Yuanyong Feng, Study of kernel-based Methods for Chinese Relation Extraction, Lecture Notes in Computer Science (Springer), 2008, Volume 4993/2008, 598-604
期刊：
[1]王俞霖，孙乐，李文波. 基于VASE特征词的网络查询分类研究. 中文信息学报. 23卷第3期. 2009
[2]黄瑞红，孙乐，冯元勇，黄云平，基于核方法的中文实体关系抽取研究，中文信息学报，22（5），pp.102-108, 2008
[3] 李文波，孙乐，张大鲲. 基于Labeled-LDA 模型的文本分类新算法. 计算机学报，pp.620-627，31(4)，2008
[4] 李文波，孙乐，诺明花，吴健. 基于核方法的敏感信息过滤的研究. 通信学报，pp.57-62，29(4)，2008
[5] 冯元勇，孙乐，张大鲲，李文波. 基于单字提示特征的中文命名实体识别快速算法，中文信息学报，22(1), 2008
[6] 冯元勇，孙乐，张大鲲，李文波. 基于小规模尾字特征的中文命名实体识别研究，电子学报，9(36)，2008
[7] 冯元勇，孙乐，董静，李文波. 基于分类信心重排序的中文共指消解研究，中文信息学报，21(6): 22-28. 2007
[8] 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
[9] 董静，孙乐，冯元勇,黄瑞红，中文实体关系抽取中的特征选择研究，中文信息学报，2007,21(4):80-85
[10] 张玮，孙乐，冯元勇，李文波，黄瑞红，词汇搭配和用户模型在拼音输入法中的应用，中文信息学报，2007，21(4):105-110
[11] 张大鲲，张炜, 冯元勇，孙乐 基于非连续短语的统计翻译模型研究，中文信息学报，2007，21（1）
[12] 张俊林，刘洋，孙乐，刘群, 2005年度863 信息检索评测方法研究和实施, 中文信息学报，2006
[13] 闽金明,孙乐,张俊林, 重新审视跨语言信息检索, 中文信息学报, 2006，Vol 20（4）
[14] 张永臣，孙乐，等中文信息学报，基于数据的特定领域双语词典抽取，中文信息学报，2006,20（2）
[15] 张俊林，孙乐, 孙玉芳，一种改进的基于记忆的自适应汉语语言模型，中文信息学报，2005，19（1）
[16] 曲为民，张俊林，孙乐，孙玉芳，Difx：利用动态索引算法实现高效的XML数据查询，计算机研究与发展，2005， Vol.42 No.11
[17] 曲为民，孙乐，孙玉芳，XML数据查询中值匹配查询代价估计算法的研究，软件学报，2005年4月，16（4）
[18] 张俊林，孙乐，孙玉芳，基于主题语言模型的中文信息检索系统研究，中文信息学报，2005，19（3）
[19] 张俊林,曲为民,孙乐,孙玉芳 一种改善的基于语言模型的中文检索系统研究, 中文信息学报，2004,18 (2)
[20] 曲为民，孙乐，孙玉芳，半结构化中文信息检索中查询结果相关度算法的研究，中文信息学报，2004,18（4）
[21] 曲卫民，张俊林，孙乐，基于主题的汉语语言模型的研究，计算机研究与发展, 2003，Vol, 40, No.9, p1368~1374
[22] 曲为民，张俊林，孙乐，孙玉芳，基于记忆的中文自适应语言模型的研究，中文信息学报，2003,Vol 17 (5)
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