自然语言处理

计算语义学；深度学习下的自然语言处理

知识图谱和信息抽取

知识图谱的表示（符号化表示和分布式表示）；知识图谱的建立（实体识别、实体链接、关系抽取、事件抽取）；基于知识图谱的推理

问答系统

基于知识图谱的问答；基于大规模文本数据的问答；机器阅读理解；社区问答

   

081203-计算机应用技术
081104-模式识别与智能系统

自然语言处理，知识图谱，问答系统

1994-09--1998-05   清华大学计算机科学与技术系   工学博士

清华大学 19940901--19980701 研究生毕业

清华大学 19940901--19980701 博士

   

2008-10~2017-07,中国科学院自动化所模式识别国家重点实验室, 研究员
2002-07~2008-09,中科院自动化所模式识别国家重点实验室, 副研究员
1998-08~2002-06,香港科技大学计算机科学系, 博士后

2017-01-01-今,中国中文信息学会, 常务理事
2015-01-01-今,中国中文信息学会语言与知识计算专业委员会, 副主任
2013-01-01-今,中国中文信息学会计算语言学专业委员会, 副主任
2012-01-01-今,ACM Transaction on Asian and Low-Resource Language Information Processing, 副主编
2002-09-01-今,《中文信息学报》, 编委

知识图谱
知识图谱与语义计算
自然语言处理
知识图谱导论
深度学习下的自然语言处理：理论与实践

国家软件著作权登记

1) 现代汉语自动分词、词性标记和命名实体标注工具（登记号：2008SRBJ0833）（中国科学院自动化研究所，赵军，吴友政，杨帆）

2) 汉语依存句法分析工具（登记号：2008SRBJ1154）（中国科学院自动化研究所，赵军，段湘煜）

（1） 中国科学院朱李月华优秀教师奖, 院级, 2021
（2） 中国科学院大学2021年校级研究生优秀课程, 院级, 2021
（3） CIPS“优秀博士学位论文奖”, , 其他, 2019
（4） 北京市科学技术进步奖一等奖, 一等奖, 省级, 2019
（5） 钱伟长中文信息处理科学技术奖, 一等奖, 省级, 2018
（6） 国家计算语言学大会COLING-2014最佳论文奖, 其他, 2014
（7） ACM KDD-CUP 2011 亚军, 其他, 2011

   

[1] Zhao Yang, Yuanzhe Zhang, Dianbo Sui, Cao Liu, Jun Zhao, Kang Liu. Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023)null. 2023, [2] Zhitao He, Pengfei Cao, Yubo Chen, Kang Liu, Ruopeng Li, Mengshu Sun, Jun Zhao. LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, finding)null. 2023, [3] Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao. Event Process Typing via Hierarchical Optimal Transport. Association for the Advancement of Artificial Intelligence(AAAI 2023)null. 2023, [4] Wangtao Sun, Xuanqing Yu, Shizhu He, Jun Zhao, Kang Liu. ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, finding)null. 2023, [5] Yao Xu, Shizhu He, Cunguang Wang, Li Cai, Kang Liu, Jun Zhao. Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, finding)null. 2023, [6] Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Shengping Liu, Bin Sun, Kang Liu, Jun Zhao. Large Language Models are Better Reasoners with Self-Verification. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, finding)null. 2023, [7] Fangyu Lei, Shizhu He, Xiang Li, Yifan Wei, Jun Zhao, Kang Liu. S^3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering. Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics（ACL 2023）null. 2023, [8] Zhongtao Jiang, Yuanzhe Zhang, Liu Cao, Jun Zhao, Kang Liu. Generative Calibration for In-context Learning. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, finding)null. 2023, [9] Baoli Zhang, Haining Xie, Pengfan Du, Junhao Chen, Pengfei Cao, Yubo Chen, Shengping Liu, Kang Liu, Jun Zhao. ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, demo)null. 2023, [10] Xiang Li, Fanyu Lei, Shizhu He, Kang Liu, Jun Zhao. Multi-Target Semantic Parsing with Collaborative Deliberation Network. The 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguisticsnull. 2023, [11] Ziyang Huang, Pengfei Cao, Jun Zhao, Kang Liu. DiffusionSL: Sequence Labeling via Tag Diffusion Process. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, finding)null. 2023, [12] Yupu Hao, Pengfei Cao, Yubo Chen, Kang Liu, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Jun Zhao. Complex Event Schema Induction with Knowledge-Enriched Diffusion Model. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, finding)null. 2023, [13] Yifan Wei, Yisong Su, Huanhuan Ma, Xiaoyan Yu, Fangyu Lei, Yuanzhe Zhang, Jun Zhao, Kang Liu. MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, finding)null. 2023, [14] Shaoru Guo, Chenhao Wang, Yubo Chen, Kang Liu, Ru Li, Jun Zhao. EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata. Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics（ACL 2023, finding）null. 2023, [15] Yao Xu, Shizhu He, Li Cai, Kang Liu, Jun Zhao. Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network. Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics（ACL 2023, finding）null. 2023, [16] Zhongtao Jiang, Yuanzhe Zhang, Liu Cao, Jiansong Chen, Jun Zhao, Kang Liu. Interpreting Sentiment Composition with Latent Semantic Tree. Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics（ACL 2023, finding）null. 2023, [17] Zhuoran Jin, Pengfei Cao, Zhitao He, Yubo Chen, Kang Liu, Jun Zhao. Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, finding)null. 2023, [18] Pengfei Cao, Yupu Hao, Yubo Chen, Kang Liu, Huaijun Li, Xiaojian Jiang, Jun Zhao. Event Ontology Completion with Hierarchical Structure Evolution Networks. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023)null. 2023, [19] Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao. InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models. Proceedings of the 2023 conference on empirical methods in natural language processing (EMNLP 2023, finding)null. 2023, [20] Pengfei Cao, Jin Zhuoran, Yubo Chen, Kang Liu, Jun Zhao. Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning. Association for the Advancement of Artificial Intelligence(AAAI 2023)null. 2023, [21] Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao, Jiexin Xu, Xiaojian Jiang, Qiuxia Li. Generating Temporally-ordered Event Sequences via Event Optimal Transport. Proceedings of the 29th International Conference on Computational Linguistics(COLING 2022)null. 2022, [22] Hang Yang, Yubo Chen, Jun Zhao, Kang Liu, Weijian Sun, Zuyu Zhao. Multi-turn and Multi-Granularity Reader for Document-level Event Extraction. ACM Transactions on Asian and Low-Resource Language Information Processing(ACM TALLIP)[J]. 2022, [23] Xiusheng Huang, Hang Yang, Yubo Chen, Jun Zhao, Kang Liu, Weijian Sun, Zuyu Zhao. Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning. Proceedings of the 29th International Conference on Computational Linguistics(COLING 2022)null. 2022, [24] Jin, Zhuoran, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao. A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)null. 2022, [25] Lei, Fangyu, He, Shizhu, Li, Xiang, Zhao, Jun, Liu, Kang. Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder. Proceedings of the 29th International Conference on Computational Linguistics(COLING 2022)null. 2022, [26] Chenhao Wang, Jiachun Li, yubo chen, Kang Liu, jun zhao. CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)null. 2022, [27] Zhuoran Jin, Tianyi Men, Hongbang Yuan, Zhitao He, Dianbo Sui, Chenhao Wang, Yubo Chen. CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics（ACL 2022）demonull. 2022, [28] Yiming Ju, Yuanzhe Zhang, Zhao Yang, Zhongtao Jiang, Kang Liu, Jun Zhao. Logic Traps in Evaluating Attribution Scores. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics（ACL 2022）null. 2022, [29] Guirong Bai, Shizhu He, Kang Liu, Jun Zhao. Example-guided stylized response generation in zero-shot setting. Science China Information Sciences[J]. 2022, 65: [30] Bo Zhou, Chenhao Wang, Yubo Chen, Kang Liu, Jun Zhao, jiexin xu, Xiaojian Jiang, Qiuxia Li. Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach. Proceedings of the 29th International Conference on Computational Linguistics(COLING 2022)null. 2022, [31] Guirong Bai, Shizhu He, Kang Liu, jun zhao. Incremental Intent Detection for Medical Domain with Contrast Replay Networks. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics（ACL 2022）null. 2022, [32] Runxin Sun, Shizhu He, Chong Zhu, Jun Zhao, Kang Liu. Leveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics（ACL 2022）null. 2022, [33] Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao. Script Event Prediction via Multilingual Event Graph Networks. ACM Transactions on Asian and Low-Resource Language Information Processing (ACM TALLIP)[J]. 2022, [34] Guirong Bai, Qingbin Liu, Shizhu He, Kang Liu, jun zhao. Unsupervised Domain Adaptation on Sentence Matching Through Self-Supervision. Journal of Computer Science and Technology[J]. 2022, [35] Zhao Yang, Yuanzhe Zhang, Zhongtao Jiang, Yiming Ju, Jun Zhao, Kang Liu. Can We Really Trust Explanations? Evaluating the Stability of Feature Attribution Explanation Methods via Adversarial Attack. Proceedings of the 21st Chinese National Conference on Computational Linguistics (CCL 2022)null. 2022, [36] Yiming Ju, Weikang Wang, Yuanzhe Zhang, Suncong Zheng, Kang Liu, Jun Zhao. CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers. Proceedings of the 29th International Conference on Computational Linguistics(COLING 2022)null. 2022, [37] Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao. Distantly Supervised Relation Extraction in Federated Settings. EMNLP 2021null. 2021, [38] 李泽政, 田志兴, 张元哲, 刘康, 赵军. 基于自适应知识选择的机器阅读理解. 中文信息学报[J]. 2021, [39] Yan, Cheng, Zhang, Yuanzhe, Liu, Kang, Zhao, Jun, Shi, Yafei, Liu, Shengping. Enhancing unsupervised medical entity linking with multi-instance learning. BMC MEDICAL INFORMATICS AND DECISION MAKING[J]. 2021, 21(SUPPL 9): http://dx.doi.org/10.1186/s12911-021-01654-z.
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[52] Dianbo Sui, Chenhao Wang, Yubo Chen, Kang Liu, Jun Zhao, Wei Bi. Set Generation Networks for End-to-End Knowledge Base Population. EMNLP 2021null. 2021, [53] Guirong Bai, He Shizhu, Kang Liu, Zhao Jun. Example Guided Stylized Response Generation in Zero Shot Setting. Science China Information Sciences[J]. 2021, [54] Yiming Ju, Yuanzhe Zhang, Zhixing Tian, Kang Liu, Xiaohuan Cao, Wenting Zhao, Jinlong Li, Zhao Jun. Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations. EMNLP-2021null. 2021, [55] BO ZHOU, yubo chen, Kang Liu, jun zhao, jiexin xu, Xiaojian Jiang, Jinlong Li. Multi-Task Self-Supervised Learning for Script Event Prediction. CIKM 2021null. 2021, [56] Guirong Bai, he shizhu, Zhao Jun, Kang Liu. Using Pre-trained Language Model to Enhance Active Learning for Sentence Matching. ACM Transactions on Asian and Low-Resource Language Information Processing[J]. 2021, [57] Pengfei Cao, xinyu zuo, yubo chen, Kang Liu, jun zhao, Wei Bi. Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction. CIKM-2021null. 2021, [58] Hang Yang, yubo chen, Kang Liu, jun zhao, Taifeng Wang. Multi-Sentence Argument Linking via An Event-Aware Hierarchical Encoder. CIKM 2021null. 2021, [59] Xiusheng Huang, yubo chen, Shun Wu, Zhao Jun, Yuantao Xie, Weijian Sun. Named Entity Recognition via Noise Aware Training Mechanism with Data Filter. ACL 2021 findingsnull. 2021, [60] Hang Yang, 隋典伯, yubo chen, Kang Liu, Zhao Jun. Document-level Event Extraction via Parallel Prediction Networks. ACL 2021null. 2021, [61] Zuo, Xinyu, Cao, Pengfei, Chen, Yubo, Liu, Kang, Zhao, Jun, Peng, Weihua, Chen, Yuguang. LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification. ACL 2021null. 2021, 3558-3571, [62] qingbin liu, Pengfei Cao, Liu Cao, Jiansong Chen, Xunliang Cai, Fan Yang, he shizhu, Kang Liu, Zhao Jun. Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks. EMNLP-2021null. 2021, [63] qingbin liu, he shizhu, Kang Liu, Shengping Liu, Zhao Jun. A Unified Shared-Private Network with Denoising for Dialogue State Tracking. Journal of Computer Science & Technology[J]. 2021, [64] 徐遥, 何世柱, 刘康, 张弛, 焦飞, 赵军. 基于Beta分布和半监督学习的非确定性知识图谱嵌入模型. CCKSnull. 2021, [65] Zhucong Li, Zhen Gan, Baoli Zhang, Yubo Chen, Jing Wan, Kang Liu, Jun Zhao, Shengping Liu. Semi-Supervised Noisy Label Learning for Chinese Clinical Named Entity Recognition. 数据智能(英文)[J]. 2021, 3(3): 389-401, http://lib.cqvip.com/Qikan/Article/Detail?id=7105582541.
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[70] Pei Chen, Kang Liu, yubo chen, Taifeng Wang, 赵军. Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents. EACL 2021null. 2021, [71] Xiusheng Huang, yubo chen, Kang Liu, Yuantao Xie, Weijian Sun, 赵军. NSRL: Named Entity Recognition with Noisy Labels via Selective Review Learning. CCKSnull. 2021, [72] Yang Zhou, Yubo Chen, Jun Zhao, Yin Wu, Jiexin Xu, Jinlong Li. What the role is vs. What plays the role:Semi-supervised Event Argument Extraction via Dual Question Answering. AAAI 2021null. 2021, [73] Wang, Chenhao, Chen, Yubo, Xue, Zhipeng, Zhou, Yang, Zhao, Jun. CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge. AAAI 2021 Demonull. 2021, http://arxiv.org/abs/2103.02141.
[74] Cao, Pengfei, Zuo, Xinyu, Chen, Yubo, Liu, Kang, Zhao, Jun, Chen, Yuguang, Peng, Weihua. Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks. ACL 2021null. 2021, 4862-4872, [75] Pengfei Cao, Yubo Chen, Yuqing Yang, Kang Liu, Jun Zhao. Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification. EMNLP 2021null. 2021, [76] Jian Liu, Chen Yubo, Kang Liu, Wei Bi, Xiaojiang Liu. Event Extraction as Machine Reading Comprehension. EMNLP 2020null. 2020, [77] Sui Dianbo, Chen Yubo, Mao Binjie, Qiu Delai, Liu Kang, Zhao Jun. Knowledge Guided Metric Learning for Few-Shot Text Classification. 2020, http://arxiv.org/abs/2004.01907.
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[174] Wang Linlin, Liu Kang, Cao Zhu, Zhao Jun, de Melo Gerard, Zong C, Strube M. Sentiment-Aspect Extraction based on Restricted Boltzmann Machines. PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1null. 2015, 616-625, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000493808900060.
[175] Liu, Kang, Xu, Liheng, Zhao, Jun. Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING[J]. 2015, 27(3): 636-650, https://www.webofscience.com/wos/woscc/full-record/WOS:000349621800004.
[176] Suncong Zheng, Hongyun Bao, Jun Zhao, Jie Zhang, Zhenyu Qi, Hongwei Hao. A Novel Hierarchical Convolutional Neural Network for Question Answering over Paragraphs. WEB INTELLIGENCE & INTELLIGENT AGENT TECHNOLOGY, IEEEnull. 2015, http://ir.ia.ac.cn/handle/173211/11086.
[177] Chen Yubo, Xu Liheng, Liu Kang, Zeng Daojian, Zhao Jun, Zong C, Strube M. Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks. PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1null. 2015, 167-176, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000493808900017.
[178] Zheng Suncong, Bao Hongyun, Zhao Jun, Zhang Jie, Qi Zhenyu, Hao Hongwei, IEEE. A Novel Hierarchical Convolutional Neural Network for Question Answering over Paragraphs. 2015 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY (WI-IAT), VOL 1null. 2015, 60-66, http://dx.doi.org/10.1109/WI-IAT.2015.20.
[179] Zhao Jun, Zhang Tao, Liu Kang. A Graph-based Similarity Measure between Wikipedia Concepts and Its Application in Entity Linking System. JOURNAL OF CHINESE INFORMATION PROCESSING[J]. 2015, 58-67, http://ir.ia.ac.cn/handle/173211/20635.
[180] Liu Kang, Zhao Jun, Zeng Daojian. Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks. 2015, http://ir.ia.ac.cn/handle/173211/20631.
[181] Liu, Kang, Zhao, Jun, He, Shizhu, Zhang, Yuanzhe. Question Answering over Knowledge Bases. IEEE INTELLIGENT SYSTEMS[J]. 2015, 30(5): 26-35, http://ir.ia.ac.cn/handle/173211/9006.
[182] 张涛, 刘康, 赵军. 一种基于图模型的维基概念相似度计算方法及其在实体链接系统中的应用. 中文信息学报[J]. 2015, 29(2): 58-67, http://lib.cqvip.com/Qikan/Article/Detail?id=664614363.
[183] Ji Guoliang, Zhao Jun, Liu Kang, Xu Liheng, He Shizhu. Knowledge Graph Embedding via Dynamic Mapping Matrix. 2015, http://ir.ia.ac.cn/handle/173211/14515.
[184] Ji Guoliang, He Shizhu, Xu Liheng, Liu Kang, Zhao Jun, Zong C, Strube M. Knowledge Graph Embedding via Dynamic Mapping Matrix. PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1null. 2015, 687-696, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000493808900067.
[185] Lai Siwei, Xu Liheng, Liu Kang, Zhao Jun, AAAI. Recurrent Convolutional Neural Networks for Text Classification. PROCEEDINGS OF THE TWENTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCEnull. 2015, 2267-2273, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000485625502043.
[186] Xu Jiaming, Xu Bo, Tian Guanhua, Zhao Jun, Wang Fangyuan, Hao Hongwei. Short Text Hashing Improved by Integrating Multi-Granularity Topics and Tags. INTELLIGENT TEXT PROCESSING AND COMPUTATIONAL LINGUISTICSnull. 2015, http://ir.ia.ac.cn/handle/173211/10564.
[187] Liu Kang, Wang Linlin, Gerard de Melo, Zhao Jun, Cao Zhu. Sentiment-Aspect Extraction based on Restricted Boltzmann Machines. 2015, http://ir.ia.ac.cn/handle/173211/20179.
[188] Liu Kang, Zhao Jun, He Shizhu, Ji Guoliang. Learning to Represent Knowledge Graphs with Gaussian Embedding. 2015, http://ir.ia.ac.cn/handle/173211/20634.
[189] Xu Jiaming, Peng Wang, Guanhua Tian, Bo Xu, Jun Zhao, Fangyuan Wang, Hongwei Hao. Short Text Clustering via Convolutional Neural Networks. NAACL-HLTnull. 2015, http://ir.ia.ac.cn/handle/173211/10565.
[190] Xu Jiaming, Xu Bo, Tian Guanhua, Zhao Jun, Wang Fangyuan, Hao Hongwei, Gelbukh A. Short Text Hashing Improved by Integrating Multi-granularity Topics and Tags. COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING (CICLING 2015), PT Inull. 2015, 9041: 444-455, [191] Xu Liheng, Lai Siwei, Zhao Jun, Liu Kang. Recurrent Convolutional Neural Networks for Text Classification. AAAInull. 2015, http://ir.ia.ac.cn/handle/173211/11477.
[192] He Shizhu, Zhao Jun, Zhang Yuanzhe, Liu Kang. CASIA@ V2: A MLN-based Question Answering System over Linked Data. 2014, http://ir.ia.ac.cn/handle/173211/20636.
[193] Siwei Lai, Kang Liu, Jun Zhao. Relation Classification via Convolutional Deep Neural Network. INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS (COLING)null. 2014, http://ir.ia.ac.cn/handle/173211/4797.
[194] Xu Liheng, Liu Kang, Lai Siwei, Zhao Jun, Toutanova K, Wu H. Product Feature Mining: Semantic Clues versus Syntactic Constituents. PROCEEDINGS OF THE 52ND ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1null. 2014, 336-346, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000493814100032.
[195] Liu Kang, Chen Yubo, Zeng Daojian, LV Xueqiang, Zhao Jun. Learning the Distinctive Pattern Space Features for Relation Extraction. 2014, http://ir.ia.ac.cn/handle/173211/20638.
[196] Zhou, Guangyou, Zhao, Jun, He, Tingting, Wu, Wensheng. An empirical study of topic-sensitive probabilistic model for expert finding in question answer communities. KNOWLEDGE-BASED SYSTEMS[J]. 2014, 66: 136-145, http://dx.doi.org/10.1016/j.knosys.2014.04.032.
[197] Zhao Jun, Zeng Daojian, Lai Siwei, Wang Xuepeng, Liu Kang, Lv Xueqing, Liu Kang. Distant Supervision for Relation Extraction via Sparse Representation. 2014, http://ir.ia.ac.cn/handle/173211/20637.
[198] Liu Kang. Extracting opinion targets and opinion words from online reviews with graph co-ranking. ANNUAL MEETING OF ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL)null. 2014, 314-324, http://ir.ia.ac.cn/handle/173211/4773.
[199] Kang Liu, Jun Zhao, Liheng Xu. Exploring Fine-grained Entity Type Constraints for Distantly Supervised Relation Extraction. INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS (COLING)null. 2014, http://ir.ia.ac.cn/handle/173211/4798.
[200] Kang Liu, Liheng Xu, Jun Zhao, Shizhu He. Question Answering over Linked Data Using First Order Logic. JOINT CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND COMPUTATIONAL NATURAL LANGUAGE LEARNING (EMNLP CONLL JOINT )null. 2014, http://ir.ia.ac.cn/handle/173211/4801.
[201] Jun Zhao. Sentiment Classification with Graph Co-Regularization. INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS (COLING)null. 2014, http://ir.ia.ac.cn/handle/173211/4799.
[202] Xu Jiaming, Xu Bo, Zhao Jun, Tian Guanhua, Zhang Heng, Hao Hongwei. Short Text Hashing Improved by Integrating Topic Features and Tags. NEURAL INFORMATION PROCESSINGnull. 2014, http://ir.ia.ac.cn/handle/173211/10563.
[203] Liu Kang, Xu Liheng, Zhao Jun, Toutanova K, Wu H. Extracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-ranking. PROCEEDINGS OF THE 52ND ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1null. 2014, 314-324, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000493814100030.
[204] Xu Jiaming, Xu Bo, Zhao Jun, Tian Guanhua, Zhang Heng, Hao Hongwei, Loo CK, Yap KS, Wong KW, Teoh A, Huang K. Short Text Hashing Improved by Integrating Topic Features and Tags. NEURAL INFORMATION PROCESSING (ICONIP 2014), PT IInull. 2014, 8835: 295-302, [205] Ji Guoliang, Zhao Jun, Hao Hongwei, Zhang Yinghua. Reasoning Over Relations Based on Chinese Knowledge Bases. 2014, http://ir.ia.ac.cn/handle/173211/14519.
[206] Zhou Guangyou, Liu Kang, Zhao Jun, Han Xianpei, Liu Yang, Qi Zhenyu. Knowledge Extraction from Wiki/BBS/Blogs/News Websites. KNOWLEDGE EXTRACTION FROM WIKI/BBS/BLOGS/NEWS WEBSITES. 2014, http://ir.ia.ac.cn/handle/173211/20674.
[207] 孙茂松, 刘挺, 姬东鸿, 穗志方, 赵军, 张钹, 吾守尔斯拉木, 俞士汶, 朱军, 李建民, 刘洋, 王厚峰, 吐尔根依布拉音, 刘群, 刘知远. 语言计算的重要国际前沿. 中文信息学报[J]. 2014, 28(1): 1-8, http://lib.cqvip.com/Qikan/Article/Detail?id=49024127.
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[209] Siwei Lai, Shizhu He, Kang Liu, Jun Zhao, Xueqiang Lv, Xuepeng Wang, Yuanzhe Zhang. Ontology Matching with Word Embeddings. PROCEEDINGS OF CCL 2014null. 2014, http://ir.ia.ac.cn/handle/173211/11490.
[210] Zhao Jun. Joint inference for heterogeneous dependency parsing. ANNUAL MEETING OF ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL)null. 2013, 104-109, http://ir.ia.ac.cn/handle/173211/4775.
[211] Liu Shulin, Liu Kang, Zhao Jun, Liu Yang. Exploring Distinctive Features in Distant Supervision for Relation Extraction. 2013, http://ir.ia.ac.cn/handle/173211/20641.
[212] Liu Kang, Zhou Guangyou, Lai Siwei, Liu Fang, Liu Yang, Zhao Jun. Attribute Relation Extraction from Template-inconsistent Semi-structured Text by Leveraging Site - level Knowledge. 2013, http://ir.ia.ac.cn/handle/173211/20639.
[213] 赵军, 刘康, 陈玉博, 徐立恒, 来斯惟. 基于表示学习的中文分词算法探索. 中文信息学报[J]. 2013, 27(5): 8-14, http://lib.cqvip.com/Qikan/Article/Detail?id=47684350.
[214] Liu Kang. Walk and learn: A two-stage approach for opinion words and opinion targets co-extraction. INTERNATIONAL WORLD WIDE WEB CONFERENCEnull. 2013, 95-96, http://ir.ia.ac.cn/handle/173211/4785.
[215] 齐振宇, 刘康, 赵军. 一种融合实体语义知识的实体集合扩展方法. 中文信息学报[J]. 2013, 1-9, http://lib.cqvip.com/Qikan/Article/Detail?id=45273151.
[216] Liu Kang. Syntactic patterns versus word alignment: Extracting opinion targets from online reviews. ANNUAL MEETING OF ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL)null. 2013, 1754-1763, http://ir.ia.ac.cn/handle/173211/4783.
[217] Zhou Guangyou, Zhao Jun, Liu Kang, Liu Yang, Liu Fang. Determining Relation Semantics by Mapping Relation Phrases to Knowledge Base. 2013, http://ir.ia.ac.cn/handle/173211/20640.
[218] Zhao Jun, He Shizhu. Statistical machine translation improves question retrieval in community question answering via matrix factorization. ANNUAL MEETING OF ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL)null. 2013, 852-861, http://ir.ia.ac.cn/handle/173211/4777.
[219] Jun Zhao. Towards Faster and Better Retrieval Models for Question Search. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT (CIKM)null. 2013, 2139-2148, http://ir.ia.ac.cn/handle/173211/4790.
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[221] Zhao Jun. Opinion Target Extraction Using Partial-Supervised Word Alignment Model. IJCAI-2013. 2013, [222] Jun Zhao. Improving Question Retrieval in Community Question Answering Using World Knowledge. INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI )null. 2013, 2239-2245, http://ir.ia.ac.cn/handle/173211/4788.
[223] Zhou Guangyou, Zhao Jun, Liu Kang, Liu Fang, He Shizhu, Liu Shulin. Open Relation Mapping Based on Instances and Semantics Expansion. 2013, http://ir.ia.ac.cn/handle/173211/20642.
[224] Liu Yang, Liu Kang, Xu Liheng, Zhao Jun. Opinion target extraction using partially-supervised word alignment model. 2013, http://ir.ia.ac.cn/handle/173211/20643.
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[227] Liu Kang. Mining opinion words and opinion targets in a two-stage framework. ANNUAL MEETING OF ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL)null. 2013, 1764-1773, http://ir.ia.ac.cn/handle/173211/4780.
[228] Liu Kang, Zhou Guangyou, Zhao Jun. Topical Authority Identification in Community Question Answering. 2012, http://ir.ia.ac.cn/handle/173211/20651.
[229] Liu Yang, Xu Liheng, Lai Siwei, Liu Kang, Tian Ye, Wang Yuli, Zhao Jun. An Ontology Concept Acquisition Method Based on Heterogeneous Features. JOURNAL OF CHINESE INFORMATION PROCESSING[J]. 2012, 122-129, http://ir.ia.ac.cn/handle/173211/20652.
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[231] Kang Liu, Jun Zhao. Joint Relevance and Answer Quality Learning for Question Routing in Community QA. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT (CIKM)null. 2012, 1492-1496, http://ir.ia.ac.cn/handle/173211/4792.
[232] Pan Chunhong, Lai Siwei, Xiang Liang, Liu Kang, Wang Dong, Li Hang, Xu Liheng, Liu Yang, Gu Huxiang, Diao Rui, Zhao Jun. Hybrid Recommendation Models for Binary User Preference Prediction Problem. JOURNAL OF MACHINE LEARNING RESEARCH WORKSHOP AND CONFERENCE PROCEEDINGSnull. 2012, 18: 137-151, http://ir.ia.ac.cn/handle/173211/11511.
[233] Zhao Jun, Qi Zhenyu, Liu Kang. Choosing Better Seeds for Entity Set Expansion by Leveraging Wikipedia Semantic Knowledge. 2012, http://ir.ia.ac.cn/handle/173211/20648.
[234] 赵军, 徐立恒, 刘洋, 来斯惟, 刘康, 田野, 王渝丽. 基于多特征表示的本体概念挂载. 中文信息学报[J]. 2012, 26(3): 122-128, http://lib.cqvip.com/Qikan/Article/Detail?id=41912363.
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[236] Kang Liu, Jun Zhao. Exploring the Existing Category Hierarchy to Automatically Label the Newly-arising Topics in cQA. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT (CIKM)null. 2012, 1647-1651, http://ir.ia.ac.cn/handle/173211/4794.
[237] 王栋, 赵军, 向世明, 刁瑞, 项亮, 李航, 谷鹄翔, 徐立恒, 来斯惟, 刘洋. Hybrid Recommendation Models for Binary User Preference Prediction Problem. JOURNAL OF MACHINE LEARNING RESEARCH WORKSHOP AND CONFERENCE PROCEEDINGS[J]. 2012, 18: 137-151, http://ir.ia.ac.cn/handle/173211/11511.
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[239] Zhao Jun, Liu Kang, Zhou Guangyou. Monolingual-Based Translation Model for Question Routing. 2012, http://ir.ia.ac.cn/handle/173211/20650.
[240] Qi Zhenyu, Liu Kang, Zhao Jun, Liu CL, Zhang CS, Wang L. Choosing Better Seeds for Entity Set Expansion by Leveraging Wikipedia Semantic Knowledge. PATTERN RECOGNITIONnull. 2012, 321: 655-662, [241] 赵军, 刘康, 周光有, 蔡黎. 开放式文本信息抽取. 中文信息学报[J]. 2011, 25(6): 98-110, http://lib.cqvip.com/Qikan/Article/Detail?id=40149471.
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[243] Zhao Jun, Liu Kang, Zhou Guangyou. Exploring Web-Derived Selectional Preferance to Improve Statistical Dependency Parsing. 2011, http://ir.ia.ac.cn/handle/173211/20653.
[244] 蔡黎, 彭星源, 赵军. 少数民族汉语考试的作文辅助评分系统研究. 中文信息学报[J]. 2011, 25(5): 120-126, http://lib.cqvip.com/Qikan/Article/Detail?id=39487697.
[245] Zhao Jun, Zhang Tao, Liu Kang. The NLPR_TAC Entity Linking System at TAC 2011. 2011, http://ir.ia.ac.cn/handle/173211/20659.
[246] Zhou Guangyou, Cai Li, Zhao Jun, Liu Kang. Learning the Latent Topics for Question Retrieval in Community QA. 2011, http://ir.ia.ac.cn/handle/173211/20656.
[247] Zhao Jun. An integrated strategy for Chinese semantic role labeling. ICIC EXPRESS LETTERS[J]. 2011, 5(10): 3791-3796, http://ir.ia.ac.cn/handle/173211/4116.
[248] Han Xianpei, Sun Le, Zhao Jun. Collective entity linking in web text: a graph-based method. SIGIR'11 - PROCEEDINGS OF THE 34TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVALnull. 2011, 765-774, http://124.16.136.157/handle/311060/14347.
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[252] Zhao Jun. A CRFS-based joint labeling approach for cascaded tasks. ICIC EXPRESS LETTERS[J]. 2011, 5(10): 3653-3657, http://ir.ia.ac.cn/handle/173211/4115.
[253] 刘康, 王渝丽, 田野, 赵军. The Construction of Encyclopedia Knowledge Base. ADVANCES OF COMPUTATIONAL LINGUISTICS IN CHINA (2009-2011)[J]. 2011, 256-261, http://ir.ia.ac.cn/handle/173211/20660.
[254] Lu Hanqing, Zhao Jun. Research on video stabilization and enhancement in forensic science. CHINESE CONFERENCE ON PATTERN RECOGNITION (CCPR), AND CJK JOINT WORKSHOP ON PATTERN RECOGNITION (CJKPR)null. 2010, 963-967, http://ir.ia.ac.cn/handle/173211/4606.
[255] Han Xianpei, Zhao Jun, Assoc Computat Linguist. Structural Semantic Relatedness: A Knowledge-Based Method to Named Entity Disambiguation. ACL 2010: 48TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICSnull. 2010, 50-59, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000391195300006.
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[257] Zhao Jun. The development of an NLP-based Chinese ontology construction platform. IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY - WORKSHOPS (WI-IAT)null. 2010, 190-194, http://ir.ia.ac.cn/handle/173211/4761.
[258] Zhao Jun. Web personal name disambiguation based on reference entity tables mined from the web. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENnull. 2009, 75-82, http://ir.ia.ac.cn/handle/173211/4763.
[259] Zhao Jun. Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymme. ACL2009. 2009, [260] 赵军. 命名实体识别、排歧和跨语言关联. 中文信息学报[J]. 2009, 23(2): 3-17, http://lib.cqvip.com/Qikan/Article/Detail?id=29776819.
[261] Yang Fan, Liu Kang, Zhao Jun. A Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymmetric Alignment. 2009, http://ir.ia.ac.cn/handle/173211/20661.
[262] Liu Kang. Cross-domain sentiment classification using a two-stage method. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENnull. 2009, 1717-1720, http://ir.ia.ac.cn/handle/173211/4754.
[263] Zhao Jun. Named entity disambiguation by leveraging wikipedia semantic knowledge. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENnull. 2009, 215-224, http://ir.ia.ac.cn/handle/173211/4759.
[264] Han Xianpei, Zhao Jun, Liu Kang. A WebPage Content Block Detection Method Based on Layout Features and Languages Features. CHINESE JOURNAL OF COMPUTERS[J]. 2008, 15-21, http://ir.ia.ac.cn/handle/173211/20665.
[265] Zhao, Jun, Liu, Feifan. Product named entity recognition in Chinese text. LANGUAGE RESOURCES AND EVALUATION[J]. 2008, 42(2): 197-217, http://ir.ia.ac.cn/handle/173211/9665.
[266] Zhao Jun. Product Named Entity Recognition in Chinese Texts. Journal of Language Resource and Evaluation (LRE). 2008, [267] Liu Kang, Zhao Jun, Wang Gen. Adding Redundant Features for CRFs-based Sentence Sentiment Classification. 2008, http://ir.ia.ac.cn/handle/173211/20662.
[268] Zou Bo, Zhao Jun, Yang Fan, Liu Feifan, Liu Kang. Chinese-English Backward Transliteration Assisted with Mining Monolingual Web Pages. 2008, http://ir.ia.ac.cn/handle/173211/20663.
[269] Zhang, Yuejie, Xu, Zhiting, Zhang, Tao, Li, H, Liu, T, Ma, WY, Sakai, T, Wong, KF, Zhou, GD. Fusion of multiple features for Chinese Named Entity Recognition based on CRF model. INFORMATION RETRIEVAL TECHNOLOGYnull. 2008, 4993: 95-+, [270] Liu Kang, Zhao Jun. NLPR at Multilingual Opinion Analysis Task in NTCIR 7. 2008, http://ir.ia.ac.cn/handle/173211/20664.
[271] 赵军, 刘康. Sentence Sentiment Analysis Based on Cascaded CRFs Model. CHINESE JOURNAL OF COMPUTERS[J]. 2008, 123-128, http://ir.ia.ac.cn/handle/173211/20667.
[272] Zhao Jun, Liu Kang. Domain Adaptation in NLP based on Hybrid Generative and Discriminative Model. CHINESE CONFERENCE ONE PATTERN RECOGNITION[J]. 2008, 1-6, http://ir.ia.ac.cn/handle/173211/20666.
[273] Zhao Jun. Ungreedy Methods for Chinese Deterministic Dependency Parsing. AAAI2007. 2007, [274] 王根, 赵军. 基于多重冗余标记CRFs的句子情感分析研究. 中文信息学报[J]. 2007, 21(5): 51-55,86, http://lib.cqvip.com/Qikan/Article/Detail?id=25392984.
[275] Duan Xiangyu, Zhao Jun, Xu Bo, Veloso MM. Word Sense Disambiguation through Sememe Labeling. 20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCEnull. 2007, 1594-1599, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000283721000256.
[276] Han Xianpei, Liu Kang, Zhao Jun, Wang Gen. NLPR in TREC 2007 Blog Track. 2007, http://ir.ia.ac.cn/handle/173211/20668.
[277] 段湘煜, 赵军, 徐波. 基于动作建模的中文依存句法分析. 中文信息学报[J]. 2007, 21(5): 25-30, http://lib.cqvip.com/Qikan/Article/Detail?id=25392978.
[278] 吴友政, 赵军, 徐波. 基于主题语言模型的句子检索算法. 计算机研究与发展[J]. 2007, 44(2): 288-295, http://lib.cqvip.com/Qikan/Article/Detail?id=24115424.
[279] 刘非凡, 赵军, 徐波. 实体提及的多层嵌套识别方法研究. 中文信息学报[J]. 2007, 21(2): 14-21, http://lib.cqvip.com/Qikan/Article/Detail?id=23975893.
[280] Zhao Jun. Probabilistic Parsing Action Models for Multi-Lingual Dependency Parsing. EMNLP-CoNLL-2007. 2007, [281] 赵军, 刘非凡. Linguistic Theory Based Contextual Evidence Mining for Statistical Chinese Co-Reference Resolution. 计算机科学技术学报：英文版[J]. 2007, 22(4): 608-617, http://lib.cqvip.com/Qikan/Article/Detail?id=24958765.
[282] Duan Xiangyu, Zhao Jun, Xu Bo, Kok JN, Koronacki J, DeMantaras RL, Matwin S, Mladenic D, Skowron A. Probabilistic models for action-based Chinese dependency parsing. MACHINE LEARNING: ECML 2007, PROCEEDINGSnull. 2007, 4701: 559-+, [283] 吴友政, 赵军, 徐波. 基于无监督学习的问答模式抽取技术. 中文信息学报[J]. 2007, 21(2): 69-76, http://lib.cqvip.com/Qikan/Article/Detail?id=23975905.
[284] Zhao, Jun, Liu, FeiFan. Linguistic theory based contextual evidence mining for statistical Chinese co-reference resolution. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2007, 22(4): 608-617, http://lib.cqvip.com/Qikan/Article/Detail?id=24958765.
[285] 吕碧波, 王根, 赵军. 863信息检索评测——自动化所. 中文信息学报[J]. 2006, 20(B03): 78-82, http://lib.cqvip.com/Qikan/Article/Detail?id=21481963.
[286] 夏迎炬, 刘非凡, 赵军, 吕碧波, 徐波, 于浩. 面向商务信息抽取的产品命名实体识别研究. 中文信息学报[J]. 2006, 20(1): 7-13, http://lib.cqvip.com/Qikan/Article/Detail?id=21013627.
[287] 吕碧波, 赵军. 基于相关文档池建模的查询扩展. 中文信息学报[J]. 2006, 20(3): 78-83, http://lib.cqvip.com/Qikan/Article/Detail?id=21858423.
[288] 吴友政, 赵军, 段湘煜, 徐波. 问答式检索技术及评测研究综述. 中文信息学报[J]. 2005, 19(3): 1-13, http://lib.cqvip.com/Qikan/Article/Detail?id=15596492.
[289] 赵军, 金千里, 徐波. 面向文本检索的语义计算. 计算机学报[J]. 2005, 28(12): 2068-2078, http://lib.cqvip.com/Qikan/Article/Detail?id=20781532.
[290] 程葳, 赵军, 刘非凡, 徐波. 面向口语翻译的双语语块自动识别. 计算机学报[J]. 2004, 27(8): 1016-1020, http://lib.cqvip.com/Qikan/Article/Detail?id=10362216.
[291] 程葳, 赵军, 徐波, 刘非凡. 一种面向汉英口语翻译的双语语块处理方法. 中文信息学报[J]. 2003, 17(2): 21-27, http://lib.cqvip.com/Qikan/Article/Detail?id=7728548.
[292] 刘冬明, 赵军, 杨尔弘. 汉英双语语料库中名词短语的自动对应. 中文信息学报[J]. 2003, 17(5): 6-12, https://d.wanfangdata.com.cn/periodical/zwxxxb200305002.
[293] 刘冬明, 赵军, 杨尔弘. 汉语双语语料库中名词短评的自动对应. 中文信息学报[J]. 2003, 17(5): 6-12, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=1347416&detailType=1.

（1） Mining of User Generated Content and Its Applications, Mining of User Generated Content and Its Applications, CRC Press, 2014-01, 第 1 作者
（2） 情感分析 挖掘观点、情感和情绪, Sentiment Analysis: Mining Opinions, sentiments, and Emotions, 机械工业出版社, 2017-08, 第 2 作者
（3） 知识图谱, Knowledge Graph, 高等教育出版社, 2018-12, 第 1 作者
（4） 知识图谱：算法与实践, 高等教育出版社, 2022-03, 第 1 作者

   

   

已指导学生

王根  硕士研究生  081203-计算机应用技术  

吕碧波  硕士研究生  081104-模式识别与智能系统  

蔡勋梁  硕士研究生  081203-计算机应用技术  

陆敏  硕士研究生  081104-模式识别与智能系统  

邹波  硕士研究生  081104-模式识别与智能系统  

刘康  博士研究生  081104-模式识别与智能系统  

杨帆  硕士研究生  081104-模式识别与智能系统  

韩先培  博士研究生  081104-模式识别与智能系统  

吴友政  博士研究生  081104-模式识别与智能系统  

刘非凡  博士研究生  081104-模式识别与智能系统  

段湘煜  博士研究生  081104-模式识别与智能系统  

蔡黎  博士研究生  081203-计算机应用技术  

齐振宇  博士研究生  081104-模式识别与智能系统  

张涛  博士研究生  081104-模式识别与智能系统  

刘芳  博士研究生  081104-模式识别与智能系统  

周光有  博士研究生  081203-计算机应用技术  

刘洋  博士研究生  081203-计算机应用技术  

徐立恒  博士研究生  081203-计算机应用技术  

曾道建  博士研究生  081104-模式识别与智能系统  

许家铭  博士研究生  081104-模式识别与智能系统  

何世柱  博士研究生  081104-模式识别与智能系统  

来斯惟  博士研究生  081104-模式识别与智能系统  

陈玉博  博士研究生  081104-模式识别与智能系统  

李柄辰  硕士研究生  085211-计算机技术  

张元哲  博士研究生  081104-模式识别与智能系统  

王雪鹏  博士研究生  081104-模式识别与智能系统  

郝彦超  博士研究生  081104-模式识别与智能系统  

纪国良  博士研究生  081104-模式识别与智能系统  

魏琢钰  博士研究生  081203-计算机应用技术  

刘树林  博士研究生  081104-模式识别与智能系统  

王炳宁  博士研究生  081203-计算机应用技术  

刘庆斌  博士研究生  081203-计算机应用技术  

左新宇  博士研究生  081203-计算机应用技术  

曾祥荣  博士研究生  081104-模式识别与智能系统  

刘健  博士研究生  081104-模式识别与智能系统  

田志兴  博士研究生  081203-计算机应用技术  

刘操  博士研究生  081203-计算机应用技术  

白桂荣  博士研究生  081104-模式识别与智能系统  

刘诗万  硕士研究生  085211-计算机技术  

张涛  硕士研究生  085211-计算机技术  

颜程  硕士研究生  085211-计算机技术  

李筑聪  硕士研究生  085211-计算机技术  

刘信筑  硕士研究生  085211-计算机技术  

隋典伯  博士研究生  081104-模式识别与智能系统  

现指导学生

曹鹏飞  博士研究生  081203-计算机应用技术  

张翔  博士研究生  081203-计算机应用技术  

杨航  博士研究生  081203-计算机应用技术  

周波  博士研究生  081203-计算机应用技术  

夏飞  硕士研究生  085400-电子信息  

黄修胜  硕士研究生  085400-电子信息  

金卓然  博士研究生  081203-计算机应用技术  

何致涛  硕士研究生  085400-电子信息  

王晨皓  博士研究生  081203-计算机应用技术  

周阳  博士研究生  081203-计算机应用技术  

鞠一鸣  博士研究生  081104-模式识别与智能系统  

朱敏郡  硕士研究生  081104-模式识别与智能系统