基本信息

赵军  男  博导  中国科学院自动化研究所
电子邮件: jzhao@nlpr.ia.ac.cn
通信地址: 中关村东路95号中国科学院自动化研究所模式识别国家重点实验室
邮政编码: 100190

Homepage:http://nlpr-web.ia.ac.cn/cip/english/~junzhao/index.html

研究领域

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


招生信息

   
招生专业
081203-计算机应用技术
081104-模式识别与智能系统
招生方向
自然语言处理,知识图谱,问答系统

教育背景

1994-09--1998-05   清华大学计算机科学与技术系   工学博士
学历
清华大学 19940901--19980701 研究生毕业
学位
清华大学 19940901--19980701 博士

工作经历

   
工作简历
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
社会兼职
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

教授课程

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

专利与奖励

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)

奖励信息
(1) 钱伟长中文信息处理科学技术奖, 一等奖, 省级, 2018
(2) 国家计算语言学大会COLING-2014最佳论文奖, 其他, 2014
(3) ACM KDD-CUP 2011 亚军, 其他, 2011
专利成果
[1] 陈玉博, 赵军, 刘康, 杨航. 事件抽取方法、装置、电子设备及存储介质. 202110827424.5, 2021-07-21.

[2] 陈玉博, 赵军, 刘康, 杨语晴. 事件事实性预测方法、装置、电子设备与存储介质. 202110815460.X, 2021-07-19.

[3] 赵军, 陈玉博, 刘康, 左新宇. 文本识别样本获取、文本识别方法及装置. 202110807246.X, 2021-07-16.

[4] 赵军, 陈玉博, 刘康, 隋典伯. 基于联邦学习的分布式语言关系识别方法、系统和装置. CN: CN112101578B, 2021-02-23.

[5] 陈玉博, 赵军, 刘康, 曹鹏飞. 基于知识巩固的增量事件识别方法、系统、装置. CN: CN112101484B, 2021-02-12.

[6] 赵军, 刘康, 陈玉博, 刘健. 基于屏蔽泛化机制的事件因果关系识别方法、系统、装置. CN: CN111881688A, 2020-11-03.

[7] 陈玉博, 刘康, 赵军, 曹鹏飞, 闭玮, 刘晓江, 邸欣晨. 基于人工智能的文本处理方法、装置及电子设备. CN: CN111858898A, 2020-10-30.

[8] 陈玉博, 刘康, 赵军, 曹鹏飞. 基于自注意力机制的中文命名实体识别方法、系统、装置. CN: CN109783812B, 2020-08-11.

[9] 陈玉博, 刘康, 赵军, 刘健. 基于多语注意力机制的事件识别及分类方法及装置. CN: CN108345583B, 2020-07-28.

[10] Zhao, Jun, Liu, Kang, He, Shizhu, Zhang, Yibo. Method and device for parsing question in knowledge base. CN: US10706084(B2), 2020-07-07.

[11] 陈玉博, 刘康, 赵军, 曹鹏飞, 闭玮, 刘晓江, 邸欣晨. 训练信息抽取模型和获取知识图谱的方法、装置和设备. 202010500623.0, 2020-06-04.

[12] 刘康, 张元哲, 赵军, 丘德来. 基于外部知识增强的机器阅读理解方法、系统、装置. CN: CN111078836A, 2020-04-28.

[13] 赵军, 何世柱, 刘康, 刘庆斌. 基于信息增强的对话状态跟踪方法、系统、装置. CN: CN111061850A, 2020-04-24.

[14] 刘康, 何世柱, 赵军, 刘操. 基于给定事实的问句生成方法及系统. CN: CN111061851A, 2020-04-24.

[15] 赵军, 陈玉博, 刘康, 隋典伯. 基于图网络融入词典的中文命名实体识别方法. CN: CN111046671A, 2020-04-21.

[16] 赵军, 张元哲, 刘康, 田志兴. 基于图网络的答案句选择方法及装置. CN: CN110941962A, 2020-03-31.

[17] 刘康, 陈玉博, 赵军, 刘健. 跨语言事件分类方法及装置. CN: CN110941955A, 2020-03-31.

[18] 何世柱, 刘康, 赵军, 刘操, 王摘星. 基于人工智能的回复消息生成方法、装置、服务器及介质. CN: CN110442693A, 2019-11-12.

[19] 刘康, 赵军, 王雪鹏, 张轶博. 一种本体对齐方法及装置. CN: CN106156082B, 2019-09-20.

[20] 陈玉博, 刘康, 赵军, 刘健. 基于对抗模仿学习的事件识别及分类方法、系统、装置. CN: CN110209816A, 2019-09-06.

[21] 刘康, 赵军, 徐立恒, 张元哲. 基于多知识库和整数线性规划ILP的自动问答方法和系统. CN: CN104820694B, 2019-03-15.

[22] 赵军, 刘康, 何世柱, 张轶博. 知识库中问句解析的方法及设备. CN: CN105528349B, 2019-02-01.

[23] 何世柱, 刘康, 赵军, 曾祥荣. 基于强化学习的关系抽取方法和装置. 中国: CN108280058A, 2018-07-13.

[24] 王晓利, 张永生, 刘康, 王炳宁, 陈玉博, 魏琢钰, 赵军. 创建用于自然语言处理装置的训练数据的方法和设备. 中国: CN107688583A, 2018-02-13.

[25] 周光有, 蒋杰, 王巨宏, 薛伟, 管刚, 赵军. 文档查询方法及装置. 中国: CN104239402B, 2017-12-22.

[26] 刘康, 赵军, 徐立恒, 刘树林. 基于概率软逻辑PSL的事件识别方法和系统. 中国: CN104881399B, 2017-10-27.

[27] 徐立恒, 刘康, 赵军, 来斯惟. 一种基于循环卷积网络的文本分类方法. 中国: CN104572892B, 2017-10-03.

[28] 周光有, 王巨宏, 蒋杰, 薛伟, 管刚, 赵军. 情感数据分类方法和系统. 中国: CN104199829A, 2014.12.10.

[29] 刘康, 刘怀军, 路彦雄, 王巨宏, 刘婷婷, 徐立恒, 赵军. 信息处理方法及装置. 中国: CN104049755A, 2014-09-17.

[30] 刘康, 赵军, 齐振宇. 一种借助图随机游走的开放类别命名实体抽取方法及装置. 中国: CN103678703A, 2014-03-26.

[31] 周光有, 赵军. 利用了网络搜索的依存句法的领域自适应方法. 中国: CN103646112A, 2014-03-19.

[32] 周光有, 赵军. 一种借助统计机器翻译的答案检索方法及装置. 中国: CN103235833A, 2013-08-07.

[33] 周光有, 赵军. 一种融合用户类别标签的相似问题检索方法及装置. 中国: CN103218436A, 2013-07-24.

出版信息

   
发表论文
[1] 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, [2] 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, [3] 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.
[4] Pengfei Cao, Yubo Chen, Yuqing Yang, Kang Liu, Jun Zhao. Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification. EMNLP 2021null. 2021, [5] 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.
[6] Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao. Distantly Supervised Relation Extraction in Federated Settings. EMNLP 2021null. 2021, [7] Jin, Zhuoran, Chen, Yubo, Sui, Dianbo, Wang, Chenhao, Xue, Zhipeng, Zhao, Jun. CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet. ACL 2021 Demonull. 2021, 92-98, [8] 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, [9] TONG ZHOU, Pengfei Cao, yubo chen, Kang Liu, Jun Zhao, niu kun, Weifeng Chong, Shengping Liu. Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism. ACL 2021null. 2021, [10] Cheng Yan, Yuanzhe Zhang, Kang Liu, Zhao Jun, Yafei Shi, Shengping Liu. Biomedical Concept Normalization by Leveraging Hypernyms. EMNLP-2021null. 2021, [11] Sui, Dianbo, Tian, Zhengkun, Chen, Yubo, Liu, Kang, Zhao, Jun. A Large-Scale Chinese Multimodal NER Dataset with Speech Clues. 59TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 11TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (ACL-IJCNLP 2021), VOL 1[J]. 2021, 2807-2818, [12] xinyu zuo, PENGFEI CAO, yubo chen, Kang Liu, Zhao Jun, Peng, Weihua, Chen, Yuguang. Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement. ACL FINDINGS 2021null. 2021, [13] Fei Xia, he shizhu, Kang Liu, Shengping Liu, jun zhao. Toward a Better Text Data Augmentation via Filtering and Transforming Augmented Instances. CCKSnull. 2021, [14] Xiaoyan Yu, qingbin liu, he shizhu, Kang Liu, Shengping Liu, 赵军, Yongbin Zhou. Multi-Strategy Knowledge Distillation Based Teacher-Student Framework for Machine Reading Comprehension. CCLnull. 2021, [15] dianbo sui, zhengkun tian, Chen Yubo, kang liu, jun zhao. A Large-Scale Chinese NER Dataset with Speech Clues.. ACL 2021null. 2021, [16] Zhixing Tian, Yuanzhe Zhang, Kang Liu, Jun Zhao. Topic Knowledge Acquisition and Utilization for Machine Reading Comprehension in Social Media Domain. CCLnull. 2021, [17] Liu, Qingbin, Bai, Guirong, He, Shizhu, Liu, Cao, Liu, Kang, Zhao, Jun. Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue. KNOWLEDGE-BASED SYSTEMS[J]. 2021, 227: http://dx.doi.org/10.1016/j.knosys.2021.107186.
[18] 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, [19] 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, [20] Guirong Bai, He Shizhu, Kang Liu, Zhao Jun. Example Guided Stylized Response Generation in Zero Shot Setting. Science China Information Sciences[J]. 2021, [21] 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, [22] 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, [23] 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, [24] Hang Yang, yubo chen, Kang Liu, jun zhao, Taifeng Wang. Multi-Sentence Argument Linking via An Event-Aware Hierarchical Encoder. CIKM 2021null. 2021, [25] 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, [26] 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, [27] Hang Yang, 隋典伯, yubo chen, Kang Liu, Zhao Jun. Document-level Event Extraction via Parallel Prediction Networks. ACL 2021null. 2021, [28] 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, [29] 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, [30] 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, [31] zhen gan, 李筑聪, baoli zhang, Jing Wan, yubo chen, Kang Liu, jun zhao, Yafei Shi, Shengping Liu, 赵军. Incorporate Lexicon into Self-training: A Distantly Supervised Chinese Medical NER. NLPCCnull. 2021, [32] 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). 2021, 3(3): 389-401, [33] Zhongtao Jiang, Yuanzhe Zhang, Zhao Yang, Zhao Jun, Kang Liu. Alignment Rationale for Natural Language Inference. ACL-IJCNLP-2021null. 2021, [34] baoli zhang, 李筑聪, zhen gan, yubo chen, Jing Wan, Kang Liu, jun zhao, Shengping Liu, Yafei Shi. CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset. EMNLP 2021 Demonull. 2021, [35] 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, [36] 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, [37] Lan, Yinyu, He, Shizhu, Liu, Kang, Zeng, Xiangrong, Liu, Shengping, Zhao, Jun. Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion. BMC MEDICAL INFORMATICS AND DECISION MAKING[J]. 2021, 21(SUPPL 9): http://dx.doi.org/10.1186/s12911-021-01622-7.
[38] Kang Liu, Yubo Chen, Jian Liu, Xinyu Zuo, Jun Zhao. Extracting event and their relations from texts: A survey on recent research progress and challenges. AI Open. 2020, 1: 22-39, http://dx.doi.org/10.1016/j.aiopen.2021.02.004.
[39] Jian Liu, Chen Yubo, Kang Liu, Wei Bi, Xiaojiang Liu. Event Extraction as Machine Reading Comprehension. EMNLP 2020null. 2020, [40] Cao, Pengfei, Yan, Chenwei, Fu, Xiangling, Chen, Yubo, Liu, Kang, Zhao, Jun, Liu, Shengping, Chong, Weifeng. Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes. 58TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2020): SYSTEM DEMONSTRATIONSnull. 2020, 294-301, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000563368700033.
[41] Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang, 刘诗万, Jiarun Cao, Kang Liu, Shengping Liu, Zhao, Jun. MIE: A Medical Information Extractor towards Medical Dialogues. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics(ACL 2020)null. 2020, [42] 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.
[43] 郭展成, 宋挺, 何世柱, 刘康, 赵军, 刘升平. 基于动态知识选择的预训练模型. CCKSnull. 2020, [44] 田志兴, Yuanzhe Zhang, Yuanzhe Zhang, Xinwei Feng, Wenbin Jiang, Yajuan Lyu, Kang Liu, Zhao Jun. Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding. The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020)null. 2020, [45] Pengfei Cao, yubo chen, Zhao Jun, Taifeng Wang. Incremental Event Detection via Knowledge Consolidation Networks. EMNLP 2020null. 2020, [46] 李筑聪, baoli zhang, Chen, Yubo, Kang Liu, jun zhao, Shengping Liu. Multi-Specialty Domain Adaptation for Chinese Medical Named Entity Recognition. CCKS 2020(Best Paper Award)null. 2020, [47] 隋典伯, yubo chen, Zhao Jun, Yantao Jia, Yuantao Xie, Weijian Sun. FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction. EMNLP 2020null. 2020, [48] Jian Liu, Chen, Yubo, Kang Liu, Yantao Jia, Zhicheng Sheng. How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization. EMNLP 2020 findingsnull. 2020, [49] Sui Dianbo, Chen Yubo, Liu Kang, Zhao Jun. Distantly Supervised Relation Extraction in Federated Settings. 2020, http://arxiv.org/abs/2008.05049.
[50] Jian Liu, 隋典伯, Kang Liu, Zhao Jun. Graph-Based Knowledge Integration for Question Answering over Dialogue. COLING-2020null. 2020, [51] 宋挺, 郭展成, 何世柱, 刘康, 赵军, 刘升平. 基于动态词遮掩的句子匹配预训练模型. CCKS[J]. 2020, [52] Pengfei Cao, yubo chen, Kang Liu, Zhao Jun, Shengping Liu, Weifeng Chong. HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics(ACL 2020)null. 2020, [53] Zuo, Xinyu, Chen, Yubo, liu kang, Zhao, Jun. Towards Causal Explanation Detection with Pyramid Salient-Aware Network. 2020, http://arxiv.org/abs/2009.10288.
[54] Zuo, Xinyu, Chen, Yubo, Liu, Kang, Zhao, Jun. KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision. 2020, http://arxiv.org/abs/2010.10833.
[55] Jian Liu, yubo chen, Zhao Jun. Knowledge Enhanced Event Causality Identification with Mention Masking Generalizations. IJCAI 2020null. 2020, [56] Pengfei Cao, yubo chen, Kang Liu, jun zhao. Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism. China National Conference on Chinese Computational Linguistics (CCL 2020)[J]. 2020, [57] Pei Chen, Hang Yang, Kang Liu, Ruihong Huang, yubo chen, Taifeng Wang, 赵军. Reconstructing Event Regions for Event Extraction via Graph Attention Networks. AACLnull. 2020, [58] 田志兴, Yuanzhe Zhang, Kang Liu, Jun ZHAO, Yantao Jia, Zhicheng Sheng. Scene Restoring for Narrative Machine Reading Comprehension. The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020)null. 2020, [59] Hang Yang, yubo chen, Kang Liu, jun zhao. Meta learning for Event Argument Extraction via Domain-Specific Information Enhanced. CCKSnull. 2020, [60] Bai, Guirong, He, Shizhu, Liu, Kang, Zhao, Jun, Nie, Zaiqing. Pre-trained Language Model Based Active Learning for Sentence Matching. COLINGnull. 2020, http://arxiv.org/abs/2010.05522.
[61] Zuo Xinyu, Chen Yubo, Liu Kang, Zhao Jun. Event co-reference resolution via a multi-loss neural network without using argument information. Science China. Information Science[J]. 2019, 62(11): http://lib.cqvip.com/Qikan/Article/Detail?id=7003117171.
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[141] 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.
[142] 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.
[143] 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.
[144] 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.
[145] 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.
[146] 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.
[147] 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.
[148] 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.
[149] 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, [150] 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.
[151] 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.
[152] 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.
[153] 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.
[154] 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.
[155] 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.
[156] 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.
[157] 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.
[158] Jun Zhao. Sentiment Classification with Graph Co-Regularization. International Conference on Computational Linguistics (COLING)null. 2014, http://ir.ia.ac.cn/handle/173211/4799.
[159] 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.
[160] 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.
[161] 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, [162] 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.
[163] 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 Websitesnull. 2014, http://ir.ia.ac.cn/handle/173211/20674.
[164] 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.
[165] Kang Liu, Jun Zhao, Liheng Xu. Joint Opinion Relation Detection Using One-Class Deep Neural Network. International Conference on Computational Linguistics (COLING)null. 2014, http://ir.ia.ac.cn/handle/173211/4796.
[166] 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.
[167] 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.
[168] 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.
[169] 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.
[170] 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. 2013, 27(5): 8-14, http://lib.cqvip.com/Qikan/Article/Detail?id=47684350.
[171] 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.
[172] 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.
[173] 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. 2013, 1-9, http://lib.cqvip.com/Qikan/Article/Detail?id=45273151.
[174] 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.
[175] 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.
[176] 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.
[177] Jun Zhao, Kang Liu. Cross Lingual Entity Linking with Bilingual Topic Model. International Joint Conference on Artificial Intelligence (IJCAI )null. 2013, 2218-2224, http://ir.ia.ac.cn/handle/173211/4789.
[178] Zhao Jun. Opinion Target Extraction Using Partial-Supervised Word Alignment Model. IJCAI-2013. 2013, [179] 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.
[180] 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.
[181] 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.
[182] Yuanzhe Zhang, Jun Zhao, Kang Liu, Shizhu He, Xueqiang Lv, Xuepeng Wang. IAMA Results for OAEI 2013. OM-2013 proceedingsnull. 2013, http://ir.ia.ac.cn/handle/173211/11491.
[183] 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.
[184] Jun Zhao, Kang Liu, Shizhu He. CASIA@QALD-3: A Question Answering System over Linked Data. Pro-ceedings of the Cross-Language Evaluation Forumnull. 2013, http://ir.ia.ac.cn/handle/173211/11553.
[185] Liu Kang, Zhou Guangyou, Zhao Jun. Topical Authority Identification in Community Question Answering. 2012, http://ir.ia.ac.cn/handle/173211/20651.
[186] 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.
[187] Siwei Lai, Kang Liu, Jun Zhao. Topic-Sensitive Probabilistic Model for Expert Finding in Question Answer Communities. International Conference on Information and Knowledge Management (CIKM)null. 2012, 1662-1666, http://ir.ia.ac.cn/handle/173211/4793.
[188] 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.
[189] 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.
[190] 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.
[191] 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.
[192] Liu Kang, Qi Zhenyu, Zhao Jun. Are Human-input Seeds good enough for Entity Set Expansion? Seeds Rewriting by Leveraging Wikipedia Semantic Knowledge.. 2012, http://ir.ia.ac.cn/handle/173211/20647.
[193] 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.
[194] Liu Kang. Opinion target extraction using word-based translation model. Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP CoNLL Joint )null. 2012, 1346-1356, http://ir.ia.ac.cn/handle/173211/4784.
[195] 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.
[196] Zhao Jun, Liu Kang, Zhou Guangyou. Monolingual-Based Translation Model for Question Routing. 2012, http://ir.ia.ac.cn/handle/173211/20650.
[197] Cai Li, Zhou Guangyou, Liu Kang, Zhao Jun. Phrase-based Translation Model for Question Retrieval in Community Question Answer Archives. 2011, http://ir.ia.ac.cn/handle/173211/20657.
[198] 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.
[199] 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.
[200] 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.
[201] Zhao Jun, Zhang Tao, Liu Kang. The NLPR_TAC Entity Linking System at TAC 2011. 2011, http://ir.ia.ac.cn/handle/173211/20659.
[202] 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.
[203] 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.
[204] 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.
[205] Zhou Guangyou, Liu Kang, Zhao Jun, Zhou Guangyou, Cai Li, Liu Kang, Zhao Jun, Cai Li. Improving Dependency Parsing with Fined-Grained Features. 2011, http://ir.ia.ac.cn/handle/173211/20655.
[206] 蔡黎, 刘康, 赵军, 周光有. 开放式文本信息抽取. Journal of Chinese Information Processing[J]. 2011, 98-111, http://ir.ia.ac.cn/handle/173211/20671.
[207] Zhao Jun. Collective Entity Linking in Web text: A graph-based method. International ACM SIGIR Conference on Research and Development in Information Retrievalnull. 2011, 765-774, http://ir.ia.ac.cn/handle/173211/4753.
[208] 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.
[209] 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.
[210] 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.
[211] 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.
[212] Zhao Jun. Topic-driven web search result organization by leveraging Wikipedia semantic knowledge. International Conference on Information and Knowledge Managemennull. 2010, 1749-1752, http://ir.ia.ac.cn/handle/173211/4762.
[213] 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.
[214] 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.
[215] Zhao Jun. Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymme. ACL2009. 2009, [216] 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.
[217] 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.
[218] 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.
[219] 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.
[220] 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.
[221] 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.
[222] Liu Kang, Zhao Jun, Wang Gen. Adding Redundant Features for CRFs-based Sentence Sentiment Classification. 2008, http://ir.ia.ac.cn/handle/173211/20662.
[223] Zhao Jun. Product Named Entity Recognition in Chinese Texts. Journal of Language Resource and Evaluation (LRE). 2008, [224] 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.
[225] 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-+, [226] Liu Kang, Zhao Jun. NLPR at Multilingual Opinion Analysis Task in NTCIR 7. 2008, http://ir.ia.ac.cn/handle/173211/20664.
[227] 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.
[228] 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.
[229] 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.
[230] Zhao Jun. Ungreedy Methods for Chinese Deterministic Dependency Parsing. AAAI-2007. 2007, [231] 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.
[232] Han Xianpei, Liu Kang, Zhao Jun, Wang Gen. NLPR in TREC 2007 Blog Track. 2007, http://ir.ia.ac.cn/handle/173211/20668.
[233] 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.
[234] 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.
[235] 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.
[236] Zhao Jun. Probabilistic Parsing Action Models for Multi-Lingual Dependency Parsing. EMNLP-CoNLL-2007. 2007, [237] 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. 2007, 22(4): 608-617, http://lib.cqvip.com/Qikan/Article/Detail?id=24958765.
[238] 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-+, [239] 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.
[240] 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.
[241] 吕碧波, 王根, 赵军. 863信息检索评测——自动化所. 中文信息学报. 2006, 20(B03): 78-82, http://lib.cqvip.com/Qikan/Article/Detail?id=21481963.
[242] 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.
[243] 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.
[244] 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.
[245] 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.
[246] 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.
[247] 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.
[248] 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, [249] 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, 
发表著作
(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

科研活动

   
科研项目
( 1 ) 百科在线工程, 主持, 国家级, 2009-01--2016-12
( 2 ) 互联网实体关系抽取, 主持, 国家级, 2012-01--2016-12
( 3 ) 基于内容分析和行为分析的社区问答关键技术研究, 主持, 国家级, 2014-01--2017-12
( 4 ) 网络信息抽取和问答系统, 主持, 国家级, 2015-06--2016-06
( 5 ) 中文深度分析与开放域内容理解, 主持, 国家级, 2014-01--2019-12
( 6 ) 知识关联和推理类问题求解技术, 主持, 国家级, 2015-01--2017-12
( 7 ) 金融知识图谱和深度问答, 主持, 院级, 2017-01--2020-01
( 8 ) 大规模知识关联和文本语义计算方法及应用验证, 主持, 国家级, 2016-01--2020-12
( 9 ) 建设《中国大百科全书》第三版百科知识图谱, 主持, 院级, 2017-12--2019-12
( 10 ) 知识图谱自动构建技术合作项目, 主持, 院级, 2017-08--2018-08
( 11 ) 结合语境信息,基于复述判定的语义解析原型系统, 主持, 院级, 2017-07--2018-06
( 12 ) 百科知识图谱构建关键技术, 主持, 国家级, 2018-01--2020-12

合作情况

   
项目协作单位

云知声

华为

蚂蚁金服

阿里巴巴

Google

Baidu

IBM

Docomo

Tecent

指导学生

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  

现指导学生

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  

隋典伯  硕士研究生  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  

曹鹏飞  博士研究生  081203-计算机应用技术  

鞠一鸣  硕士研究生  081104-模式识别与智能系统  

张翔  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