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] The 62nd Annual Meeting of the Association for Computational Linguistics(ACL 2024). 2024,   通讯作者  
[2] Wangtao Sun, Haotian Xu, Xuanqing Yu, Pei Chen, Shizhu He, Jun Zhao, Kang Liu. ItD: Large Language Models Can Teach Themselves Induction through Deduction. The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024). 2024, 第 6 作者null(null): 
[3] The 62nd Annual Meeting of the Association for Computational Linguistics(ACL 2024). 2024,   通讯作者  
[4] Zhuoran Jin, Pengfei Cao, Hongbang Yuan, Yubo Chen, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Kang Liu, Jun Zhao. Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models. Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024 Findings). 2024, 第 9 作者null(null): 
[5] Tianyi Men, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao. Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024). 2024, 第 6 作者null(null): 
[6] Xiaowei Yuan, Zhao Yang, Yequan Wang, Shengping Liu, Jun Zhao, Kang Liu. Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint. Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024 Findings). 2024, 第 5 作者null(null): 
[7] The 62nd Annual Meeting of the Association for Computational Linguistics(ACL 2024). 2024,   通讯作者  
[8] Yiming Huang, Jianwen Luo, Yan Yu, Yitong Zhang, Fangyu Lei, Yifan Wei, Shizhu He, Lifu Huang, Xiao Liu, Jun Zhao, Kang Liu. DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024). 2024, 第 10 作者null(null): 
[9] Yao Xu, Shizhu He, Jiabei Chen, Zihao Wang, Yangqiu Song, Hanghang Tong, Guang Liu, Jun Zhao, Kang Liu. Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024). 2024, 第 8 作者null(null): 
[10] Fangyu Lei, Qian Liu, Yiming Huang, Shizhu He, Jun Zhao, Kang Liu. S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models. 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024). 2024, 第 5 作者null(null): 
[11] Sirui Liang, Baoli Zhang, Jun Zhao, Kang Liu. ABSEval: An Agent-based Framework for Script Evaluation. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024). 2024, 第 3 作者null(null): 
[12] Xiang Li, Shizhu He, Fangyu Lei, Jun Yang, Tianhuang Su, Kang Liu, Jun Zhao. Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering. Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024 Findings). 2024, 第 7 作者null(null): 
[13] Jiachun Li, Pengfei Cao, Chenhao Wang, Zhuoran Jin, Yubo Chen, Daojian Zeng, Kang Liu, Jun Zhao. Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning. The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024). 2024, 第 8 作者null(null): 
[14] Kun Luo, Zheng Liu, Shitao Xiao, Tong Zhou, Yubo Chen, Jun Zhao, Kang Liu. Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models. The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024). 2024, 第 6 作者null(null): 
[15] Xiusheng Huang, Yequan Wang, Jun Zhao, Kang Liu. Commonsense Knowledge Editing Based on Free-Text in LLMs. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024). 2024, 第 3 作者null(null): 
[16] Chenhao Wang, Pengfei Cao, Zhuoran Jin, Yubo Chen, Daojian Zeng, Kang Liu, Jun Zhao. MULFE: A Multi-Level Benchmark for Free Text Model Editing. The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024). 2024, 第 7 作者null(null): 
[17] Hongbang Yuan, Pengfei Cao, Zhuoran Jin, Yubo Chen, Daojian Zeng, Kang Liu, Jun Zhao. Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models. arxiv. 2024, 第 7 作者https://arxiv.org/abs/2402.19103.
[18] Chenhui Hu, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao. WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing. Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024 Findings). 2024, 第 5 作者null(null): 
[19] Zhitao He, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao. Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 2024, 第 8 作者  通讯作者  null(null): 
[20] Kun Luo, Minghao Qin, Zheng Liu, Shitao Xiao, Jun Zhao, Kang Liu. Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024). 2024, 第 5 作者null(null): 
[21] Zhao Yang, Yuanzhe Zhang, Pengfei Cao, Cao Liu, Jiansong Chen, Jun Zhao, Kang Liu. Information bottleneck based knowledge selection for commonsense reasoning. INFORMATION SCIENCES[J]. 2024, 第 6 作者660(null): http://dx.doi.org/10.1016/j.ins.2024.120134.
[22] Xiang Li, He Shizhu, Jiayu Wu, Zhao Yang, Yao Xu, Jun Yang, Haifeng Liu, Kang Liu, Jun Zhao. MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 2024, 第 9 作者null(null): 
[23] Shaoru Guo, Yubo Chen, Kang Liu, Ru Li, Jun Zhao. NutFrame: Frame-based Conceptual Structure Induction with LLMs. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 2024, 第 5 作者null(null): 
[24] Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Xiaojian Jiang, Jiexin Xu, Qiuxia Li, Jun Zhao. Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 2024, 第 8 作者null(null): 
[25] Chenlong Zhang, Pengfei Cao, Yubo Chen, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao. Continual Few-shot Event Detection via Hierarchical Augmentation Networks. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 2024, 第 7 作者null(null): 
[26] Yang Zhao, Yuanzhe Zhang, Dianbo Sui, Yiming Ju, Jun Zhao, Kang Liu. Explanation Guided Knowledge Distillation for Pre-trained Language Model Compression. ACM Transactions on Asian and Low-Resource Language Information Processing[J]. 2024, 第 5 作者23(2): 1-19, 
[27] Kun Luo, Tong Zhou, Yubo Chen, Jun Zhao, Kang Liu. Open Event Causality Extraction by the Assistance of LLM in Task Annotation, Dataset, and Method. The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 2024, 第 4 作者null(null): 
[28] Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao. Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons. The Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024). 2024, 第 5 作者null(null): 
[29] Chenhao Wang, Pengfei Cao, Jiachun Li, Yubo Chen, Kang Liu, Xiaojian Jiang, Jiexin Xu, Qiuxia Li, Jun Zhao. Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 2024, 第 9 作者null(null): 
[30] Minjun Zhu, Yixuan Weng, Shizhu He, Kang Liu, Haifeng Liu, Yang Jun, Jun Zhao. Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 2024, 第 7 作者null(null): 
[31] The 62nd Annual Meeting of the Association for Computational Linguistics(ACL 2024). 2024,   通讯作者  
[32] Pengfan Du, Sirui Liang, Baoli Zhang, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao. ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language Models. 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024 Demonstration). 2024, 第 7 作者null(null): 
[33] Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Kang Liu, Jun Zhao. Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks. The Twelfth International Conference on Learning Representations (ICLR 2024). 2024, 第 7 作者null(null): 
[34] Xiang Zhang, Shizhu He, Kang Liu, Jun Zhao. Unsupervised Learning of Neural Semantic Mappings with the Hungarian Algorithm for Compositional Semantics. ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2024, 第 4 作者null(null): 
[35] 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). 2023, 第 5 作者
[36] Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao. Event Process Typing via Hierarchical Optimal Transport. Association for the Advancement of Artificial Intelligence(AAAI 2023). 2023, 第 4 作者
[37] 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). 2023, 第 7 作者
[38] 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). 2023, 第 4 作者
[39] 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). 2023, 第 6 作者
[40] 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). 2023, 第 9 作者
[41] 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）. 2023, 第 5 作者
[42] 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). 2023, 第 4 作者
[43] 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). 2023, 第 9 作者
[44] 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 Linguistics. 2023, 第 5 作者
[45] 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). 2023, 第 3 作者
[46] 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). 2023, 第 8 作者
[47] 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）. 2023, 第 6 作者
[48] 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）. 2023, 第 5 作者
[49] 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). 2023, 第 7 作者
[50] 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）. 2023, 第 5 作者
[51] 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). 2023, 第 6 作者
[52] 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). 2023, 第 7 作者
[53] 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). 2023, 第 5 作者
[54] 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). 2023, 第 5 作者
[55] Chenhao Wang, Shaoru Guo, Zhitao He, Yubo Chen, Kang Liu, Jun Zhao. CogNet2: A Multi-Level Frame Organized Knowledge Base Integrating Linguistic, World and Commonsense Knowledge. Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 22nd International Semantic Web Conference (ISWC 2023). 2023, 第 6 作者
[56] Sui, Dianbo, Zeng, Xiangrong, Chen, Yubo, Liu, Kang, Zhao, Jun. Joint Entity and Relation Extraction With Set Prediction Networks. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 2023, 第 5 作者  通讯作者  http://dx.doi.org/10.1109/TNNLS.2023.3264735.
[57] 车万翔, 窦志成, 冯岩松, 桂韬, 韩先培, 户保田, 黄民烈, 黄萱菁, 刘康, 刘挺, 刘知远, 秦兵, 邱锡鹏, 万小军, 王宇轩, 文继荣, 严睿, 张家俊, 张民, 张奇, 赵军, 赵鑫, 赵妍妍. 大模型时代的自然语言处理：挑战、机遇与发展. 中国科学:信息科学[J]. 2023, 第 21 作者53(9): 1645-1687, http://lib.cqvip.com/Qikan/Article/Detail?id=7110756977.
[58] 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). 2022, 第 4 作者
[59] 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, 第 3 作者
[60] 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). 2022, 第 4 作者
[61] 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). 2022, 第 5 作者
[62] 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). 2022, 第 4 作者
[63] 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). 2022, 第 5 作者
[64] 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）demo. 2022, 
[65] 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）. 2022, 第 6 作者
[66] Guirong Bai, Shizhu He, Kang Liu, Jun Zhao. Example-guided stylized response generation in zero-shot setting. Science China Information Sciences[J]. 2022, 第 4 作者65: 
[67] 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). 2022, 第 5 作者
[68] 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）. 2022, 第 4 作者
[69] 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）. 2022, 第 4 作者
[70] 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, 第 4 作者
[71] 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, 第 5 作者
[72] 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). 2022, 第 5 作者
[73] 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). 2022, 第 6 作者
[74] 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. CCL. 2021, 第 6 作者
[75] dianbo sui, zhengkun tian, Chen Yubo, kang liu, jun zhao. A Large-Scale Chinese NER Dataset with Speech Clues.. ACL 2021. 2021, 第 5 作者
[76] Kang Liu, Yubo Chen, Jian Liu, Xinyu Zuo, Jun Zhao. Extracting Events and Their Relations from Texts: A Survey on Recent. AI Open[J]. 2021, 第 5 作者
[77] Zhixing Tian, Yuanzhe Zhang, Kang Liu, Jun Zhao. Topic Knowledge Acquisition and Utilization for Machine Reading Comprehension in Social Media Domain. CCL. 2021, 第 4 作者
[78] 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, 第 6 作者  通讯作者  227: http://dx.doi.org/10.1016/j.knosys.2021.107186.
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[84] Pengfei Cao, xinyu zuo, yubo chen, Kang Liu, jun zhao, Wei Bi. Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction. CIKM-2021. 2021, 第 5 作者
[85] Hang Yang, yubo chen, Kang Liu, jun zhao, Taifeng Wang. Multi-Sentence Argument Linking via An Event-Aware Hierarchical Encoder. CIKM 2021. 2021, 第 4 作者
[86] 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 findings. 2021, 第 4 作者  通讯作者  
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[245] Ji Guoliang, Zhao Jun, Hao Hongwei, Zhang Yinghua. Reasoning Over Relations Based on Chinese Knowledge Bases. 2014, 第 2 作者http://ir.ia.ac.cn/handle/173211/14519.
[246] 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, 第 3 作者http://ir.ia.ac.cn/handle/173211/20674.
[247] 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, 第 5 作者28(1): 1-8, http://lib.cqvip.com/Qikan/Article/Detail?id=49024127.
[248] Zhao Jun. Joint inference for heterogeneous dependency parsing. ANNUAL MEETING OF ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL). 2013, 第 1 作者104-109, http://ir.ia.ac.cn/handle/173211/4775.
[249] Liu Shulin, Liu Kang, Zhao Jun, Liu Yang. Exploring Distinctive Features in Distant Supervision for Relation Extraction. 2013, 第 3 作者http://ir.ia.ac.cn/handle/173211/20641.
[250] 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, 第 6 作者http://ir.ia.ac.cn/handle/173211/20639.
[251] 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, 第 1 作者27(5): 8-14, http://lib.cqvip.com/Qikan/Article/Detail?id=47684350.
[252] Liu Kang. Walk and learn: A two-stage approach for opinion words and opinion targets co-extraction. INTERNATIONAL WORLD WIDE WEB CONFERENCE. 2013, 95-96, http://ir.ia.ac.cn/handle/173211/4785.
[253] Liu Kang. Syntactic patterns versus word alignment: Extracting opinion targets from online reviews. ANNUAL MEETING OF ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL). 2013, 1754-1763, http://ir.ia.ac.cn/handle/173211/4783.
[254] 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, 第 3 作者1-9, http://lib.cqvip.com/Qikan/Article/Detail?id=45273151.
[255] 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). 2013, 第 1 作者852-861, http://ir.ia.ac.cn/handle/173211/4777.
[256] Zhou Guangyou, Zhao Jun, Liu Kang, Liu Yang, Liu Fang. Determining Relation Semantics by Mapping Relation Phrases to Knowledge Base. 2013, 第 2 作者http://ir.ia.ac.cn/handle/173211/20640.
[257] Jun Zhao. Towards Faster and Better Retrieval Models for Question Search. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT (CIKM). 2013, 第 1 作者2139-2148, http://ir.ia.ac.cn/handle/173211/4790.
[258] Jun Zhao, Kang Liu. Cross Lingual Entity Linking with Bilingual Topic Model. INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI ). 2013, 第 1 作者2218-2224, http://ir.ia.ac.cn/handle/173211/4789.
[259] Zhao Jun. Opinion Target Extraction Using Partial-Supervised Word Alignment Model. IJCAI-2013. 2013, 第 1 作者  通讯作者  
[260] Jun Zhao. Improving Question Retrieval in Community Question Answering Using World Knowledge. INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI ). 2013, 第 1 作者2239-2245, http://ir.ia.ac.cn/handle/173211/4788.
[261] Liu Yang, Liu Kang, Xu Liheng, Zhao Jun. Opinion target extraction using partially-supervised word alignment model. 2013, 第 4 作者http://ir.ia.ac.cn/handle/173211/20643.
[262] Zhou Guangyou, Zhao Jun, Liu Kang, Liu Fang, He Shizhu, Liu Shulin. Open Relation Mapping Based on Instances and Semantics Expansion. 2013, 第 2 作者http://ir.ia.ac.cn/handle/173211/20642.
[263] Yuanzhe Zhang, Jun Zhao, Kang Liu, Shizhu He, Xueqiang Lv, Xuepeng Wang. IAMA Results for OAEI 2013. OM-2013 PROCEEDINGS. 2013, 第 2 作者http://ir.ia.ac.cn/handle/173211/11491.
[264] Jun Zhao, Kang Liu, Shizhu He. CASIA@QALD-3: A Question Answering System over Linked Data. PRO-CEEDINGS OF THE CROSS-LANGUAGE EVALUATION FORUM. 2013, 第 1 作者http://ir.ia.ac.cn/handle/173211/11553.
[265] Liu Kang. Mining opinion words and opinion targets in a two-stage framework. ANNUAL MEETING OF ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL). 2013, 1764-1773, http://ir.ia.ac.cn/handle/173211/4780.
[266] Liu Kang, Zhou Guangyou, Zhao Jun. Topical Authority Identification in Community Question Answering. 2012, 第 3 作者http://ir.ia.ac.cn/handle/173211/20651.
[267] 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, 第 7 作者122-129, http://ir.ia.ac.cn/handle/173211/20652.
[268] 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). 2012, 第 3 作者1662-1666, http://ir.ia.ac.cn/handle/173211/4793.
[269] Zhao Jun, Qi Zhenyu, Liu Kang. Choosing Better Seeds for Entity Set Expansion by Leveraging Wikipedia Semantic Knowledge. 2012, 第 1 作者http://ir.ia.ac.cn/handle/173211/20648.
[270] 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 PROCEEDINGS. 2012, 第 11 作者18: 137-151, http://ir.ia.ac.cn/handle/173211/11511.
[271] Kang Liu, Jun Zhao. Joint Relevance and Answer Quality Learning for Question Routing in Community QA. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT (CIKM). 2012, 第 2 作者1492-1496, http://ir.ia.ac.cn/handle/173211/4792.
[272] 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, 第 1 作者26(3): 122-128, http://lib.cqvip.com/Qikan/Article/Detail?id=41912363.
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[274] 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). 2012, 第 2 作者1647-1651, http://ir.ia.ac.cn/handle/173211/4794.
[275] 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 ). 2012, 1346-1356, http://ir.ia.ac.cn/handle/173211/4784.
[276] 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, 第 2 作者18: 137-151, http://ir.ia.ac.cn/handle/173211/11511.
[277] Zhao Jun, Liu Kang, Zhou Guangyou. Monolingual-Based Translation Model for Question Routing. 2012, 第 1 作者http://ir.ia.ac.cn/handle/173211/20650.
[278] 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 RECOGNITION. 2012, 第 3 作者321: 655-662, 
[279] 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, 第 1 作者25(6): 98-110, http://lib.cqvip.com/Qikan/Article/Detail?id=40149471.
[280] Cai Li, Zhou Guangyou, Liu Kang, Zhao Jun. Phrase-based Translation Model for Question Retrieval in Community Question Answer Archives. 2011, 第 4 作者http://ir.ia.ac.cn/handle/173211/20657.
[281] Zhao Jun, Liu Kang, Zhou Guangyou. Exploring Web-Derived Selectional Preferance to Improve Statistical Dependency Parsing. 2011, 第 1 作者http://ir.ia.ac.cn/handle/173211/20653.
[282] 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, 第 3 作者25(5): 120-126, http://lib.cqvip.com/Qikan/Article/Detail?id=39487697.
[283] Zhao Jun, Zhang Tao, Liu Kang. The NLPR_TAC Entity Linking System at TAC 2011. 2011, 第 1 作者http://ir.ia.ac.cn/handle/173211/20659.
[284] Zhou Guangyou, Cai Li, Zhao Jun, Liu Kang. Learning the Latent Topics for Question Retrieval in Community QA. 2011, 第 3 作者http://ir.ia.ac.cn/handle/173211/20656.
[285] Zhao Jun. An integrated strategy for Chinese semantic role labeling. ICIC EXPRESS LETTERS[J]. 2011, 第 1 作者5(10): 3791-3796, http://ir.ia.ac.cn/handle/173211/4116.
[286] 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 RETRIEVAL. 2011, 第 3 作者765-774, http://124.16.136.157/handle/311060/14347.
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[288] Zhou Guangyou, Liu Kang, Zhao Jun, Zhou Guangyou, Cai Li, Liu Kang, Zhao Jun, Cai Li. Improving Dependency Parsing with Fined-Grained Features. 2011, 第 3 作者http://ir.ia.ac.cn/handle/173211/20655.
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[290] Zhao Jun. A CRFS-based joint labeling approach for cascaded tasks. ICIC EXPRESS LETTERS[J]. 2011, 第 1 作者5(10): 3653-3657, http://ir.ia.ac.cn/handle/173211/4115.
[291] 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, 第 4 作者256-261, http://ir.ia.ac.cn/handle/173211/20660.
[292] 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). 2010, 第 2 作者963-967, http://ir.ia.ac.cn/handle/173211/4606.
[293] 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 LINGUISTICS. 2010, 第 2 作者  通讯作者  50-59, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000391195300006.
[294] 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). 2010, 第 1 作者190-194, http://ir.ia.ac.cn/handle/173211/4761.
[295] Zhao Jun. Topic-driven web search result organization by leveraging Wikipedia semantic knowledge. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMEN. 2010, 第 1 作者1749-1752, http://ir.ia.ac.cn/handle/173211/4762.
[296] Zhao Jun. Web personal name disambiguation based on reference entity tables mined from the web. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMEN. 2009, 第 1 作者75-82, http://ir.ia.ac.cn/handle/173211/4763.
[297] Zhao Jun. Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymme. ACL2009. 2009, 第 1 作者  通讯作者  
[298] 赵军. 命名实体识别、排歧和跨语言关联. 中文信息学报[J]. 2009, 第 1 作者23(2): 3-17, http://lib.cqvip.com/Qikan/Article/Detail?id=29776819.
[299] Yang Fan, Liu Kang, Zhao Jun. A Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymmetric Alignment. 2009, 第 3 作者http://ir.ia.ac.cn/handle/173211/20661.
[300] Liu Kang. Cross-domain sentiment classification using a two-stage method. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMEN. 2009, 1717-1720, http://ir.ia.ac.cn/handle/173211/4754.
[301] Zhao Jun. Named entity disambiguation by leveraging wikipedia semantic knowledge. INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMEN. 2009, 第 1 作者215-224, http://ir.ia.ac.cn/handle/173211/4759.
[302] 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, 第 2 作者15-21, http://ir.ia.ac.cn/handle/173211/20665.
[303] Zhao, Jun, Liu, Feifan. Product named entity recognition in Chinese text. LANGUAGE RESOURCES AND EVALUATION[J]. 2008, 第 1 作者  通讯作者  42(2): 197-217, http://ir.ia.ac.cn/handle/173211/9665.
[304] Zhao Jun. Product Named Entity Recognition in Chinese Texts. Journal of Language Resource and Evaluation (LRE). 2008, 第 1 作者  通讯作者  
[305] Liu Kang, Zhao Jun, Wang Gen. Adding Redundant Features for CRFs-based Sentence Sentiment Classification. 2008, 第 2 作者http://ir.ia.ac.cn/handle/173211/20662.
[306] Zou Bo, Zhao Jun, Yang Fan, Liu Feifan, Liu Kang. Chinese-English Backward Transliteration Assisted with Mining Monolingual Web Pages. 2008, 第 2 作者http://ir.ia.ac.cn/handle/173211/20663.
[307] 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 TECHNOLOGY. 2008, 4993: 95-+, 
[308] Liu Kang, Zhao Jun. NLPR at Multilingual Opinion Analysis Task in NTCIR 7. 2008, 第 2 作者http://ir.ia.ac.cn/handle/173211/20664.
[309] Zhao Jun, Liu Kang. Domain Adaptation in NLP based on Hybrid Generative and Discriminative Model. CHINESE CONFERENCE ONE PATTERN RECOGNITION[J]. 2008, 第 1 作者1-6, http://ir.ia.ac.cn/handle/173211/20666.
[310] 赵军, 刘康. Sentence Sentiment Analysis Based on Cascaded CRFs Model. CHINESE JOURNAL OF COMPUTERS[J]. 2008, 第 1 作者123-128, http://ir.ia.ac.cn/handle/173211/20667.
[311] 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, 第 2 作者21(2): 69-76, http://lib.cqvip.com/Qikan/Article/Detail?id=23975905.
[312] Zhao, Jun, Liu, FeiFan. Linguistic theory based contextual evidence mining for statistical Chinese co-reference resolution. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2007, 第 1 作者  通讯作者  22(4): 608-617, http://lib.cqvip.com/Qikan/Article/Detail?id=24958765.
[313] Zhao Jun. Ungreedy Methods for Chinese Deterministic Dependency Parsing. AAAI2007. 2007, 第 1 作者  通讯作者  
[314] 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, 第 2 作者21(5): 51-55,86, http://lib.cqvip.com/Qikan/Article/Detail?id=25392984.
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[316] Han Xianpei, Liu Kang, Zhao Jun, Wang Gen. NLPR in TREC 2007 Blog Track. 2007, 第 3 作者http://ir.ia.ac.cn/handle/173211/20668.
[317] 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, 第 2 作者21(5): 25-30, http://lib.cqvip.com/Qikan/Article/Detail?id=25392978.
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[320] Zhao Jun. Probabilistic Parsing Action Models for Multi-Lingual Dependency Parsing. EMNLP-CoNLL-2007. 2007, 第 1 作者  通讯作者  
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[322] 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, PROCEEDINGS. 2007, 第 2 作者4701: 559-+, 
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（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