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

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

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

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) 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

出版信息

   
发表论文
(1) Zhuoran Jin, Tianyi Men, Hongbang Yuan, Zhitao He, Dianbo Sui, Chenhao Wang, Zhipeng Xue, Yubo Chen, Jun Zhao, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics(ACL 2022)demo, 2022, 第 8 作者
(2) 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
(3) Example-guided stylized response generation in zero-shot setting, Science China Information Sciences, 2022, 第 4 作者
(4) Incremental Intent Detection for Medical Domain with Contrast Replay Networks, ACL, 2022, 第 4 作者
(5) Leveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing, ACL, 2022, 第 4 作者
(6) Unsupervised Domain Adaptation on Sentence Matching Through Self-Supervision, Journal of Computer Science and Technology, 2022, 第 5 作者
(7) Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks, ACL 2021, 2021, 第 5 作者
(8) What the role is vs. What plays the role:Semi-supervised Event Argument Extraction via Dual Question Answering, AAAI 2021, 2021, 第 3 作者
(9) CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge, AAAI 2021 Demo, 2021, 第 5 作者
(10) Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification, EMNLP 2021, 2021, 第 5 作者
(11) Enhancing unsupervised medical entity linking with multi-instance learning, BMC MEDICAL INFORMATICS AND DECISION MAKING, 2021, 第 4 作者
(12) Distantly Supervised Relation Extraction in Federated Settings, EMNLP 2021, 2021, 第 4 作者
(13) CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet, ACL 2021 Demo, 2021, 第 6 作者
(14) 基于自适应知识选择的机器阅读理解, 中文信息学报, 2021, 第 5 作者
(15) Unsupervised Dialogue State Tracking for End-to-End Task-Oriented Dialogue with a Multi-Span Prediction Network, Journal of Computer Science and Technology, 2021, 第 5 作者
(16) Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism, ACL 2021, 2021, 第 5 作者
(17) Biomedical Concept Normalization by Leveraging Hypernyms, EMNLP-2021, 2021, 通讯作者
(18) 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, 2021, 第 5 作者
(19) Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement, ACL FINDINGS 2021, 2021, 第 5 作者
(20) Toward a Better Text Data Augmentation via Filtering and Transforming Augmented Instances, CCKS, 2021, 第 5 作者
(21) Multi-Strategy Knowledge Distillation Based Teacher-Student Framework for Machine Reading Comprehension, CCL, 2021, 第 6 作者
(22) A Large-Scale Chinese NER Dataset with Speech Clues., ACL 2021, 2021, 第 5 作者
(23) Extracting Events and Their Relations from Texts: A Survey on Recent, AI Open, 2021, 第 5 作者
(24) Topic Knowledge Acquisition and Utilization for Machine Reading Comprehension in Social Media Domain, CCL, 2021, 第 4 作者
(25) Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue, KNOWLEDGE-BASED SYSTEMS, 2021, 通讯作者
(26) Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations, EMNLP-2021, 2021, 第 8 作者
(27) Set Generation Networks for End-to-End Knowledge Base Population, EMNLP 2021, 2021, 第 5 作者
(28) Example Guided Stylized Response Generation in Zero Shot Setting, Science China Information Sciences, 2021, 通讯作者
(29) Multi-Task Self-Supervised Learning for Script Event Prediction, CIKM 2021, 2021, 第 4 作者
(30) Using Pre-trained Language Model to Enhance Active Learning for Sentence Matching, ACM Transactions on Asian and Low-Resource Language Information Processing, 2021, 第 3 作者
(31) Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction, CIKM-2021, 2021, 第 5 作者
(32) Multi-Sentence Argument Linking via An Event-Aware Hierarchical Encoder, CIKM 2021, 2021, 第 4 作者
(33) LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification, ACL 2021, 2021, 第 5 作者
(34) Named Entity Recognition via Noise Aware Training Mechanism with Data Filter, ACL 2021 findings, 2021, 通讯作者
(35) Document-level Event Extraction via Parallel Prediction Networks, ACL 2021, 2021, 通讯作者
(36) Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks, EMNLP-2021, 2021, 第 9 作者
(37) A Unified Shared-Private Network with Denoising for Dialogue State Tracking, Journal of Computer Science & Technology, 2021, 第 5 作者
(38) 基于Beta分布和半监督学习的非确定性知识图谱嵌入模型, CCKS, 2021, 第 6 作者
(39) Incorporate Lexicon into Self-training: A Distantly Supervised Chinese Medical NER, NLPCC, 2021, 第 7 作者
(40) Semi-Supervised Noisy Label Learning for Chinese Clinical Named Entity Recognition, Semi-Supervised Noisy Label Learning for Chinese Clinical Named Entity Recognition, 数据智能(英文), 2021, 第 7 作者
(41) Alignment Rationale for Natural Language Inference, ACL-IJCNLP-2021, 2021, 第 4 作者
(42) CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset, EMNLP 2021 Demo, 2021, 第 7 作者
(43) Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents, EACL 2021, 2021, 第 5 作者
(44) NSRL: Named Entity Recognition with Noisy Labels via Selective Review Learning, CCKS, 2021, 第 6 作者
(45) Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion, BMC MEDICAL INFORMATICS AND DECISION MAKING, 2021, 第 6 作者
(46) Event Extraction as Machine Reading Comprehension, EMNLP 2020, 2020, 
(47) Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes, 58TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2020): SYSTEM DEMONSTRATIONS, 2020, 第 6 作者
(48) MIE: A Medical Information Extractor towards Medical Dialogues, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics(ACL 2020), 2020, 第 8 作者
(49) Knowledge Guided Metric Learning for Few-Shot Text Classification, 2020, 第 6 作者
(50) 基于动态知识选择的预训练模型, CCKS, 2020, 第 5 作者
(51) Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding, The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2020, 第 8 作者
(52) Incremental Event Detection via Knowledge Consolidation Networks, EMNLP 2020, 2020, 第 3 作者
(53) Multi-Specialty Domain Adaptation for Chinese Medical Named Entity Recognition, CCKS 2020(Best Paper Award), 2020, 第 5 作者
(54) FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction, EMNLP 2020, 2020, 第 3 作者
(55) How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization, EMNLP 2020 findings, 2020, 
(56) Distantly Supervised Relation Extraction in Federated Settings, 2020, 第 4 作者
(57) Graph-Based Knowledge Integration for Question Answering over Dialogue, COLING-2020, 2020, 第 4 作者
(58) 基于动态词遮掩的句子匹配预训练模型, CCKS, 2020, 第 5 作者
(59) HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics(ACL 2020), 2020, 第 4 作者
(60) Towards Causal Explanation Detection with Pyramid Salient-Aware Network, 2020, 第 4 作者
(61) KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision, 2020, 第 4 作者
(62) Knowledge Enhanced Event Causality Identification with Mention Masking Generalizations, IJCAI 2020, 2020, 第 3 作者
(63) Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism, China National Conference on Chinese Computational Linguistics (CCL 2020), 2020, 第 4 作者
(64) Reconstructing Event Regions for Event Extraction via Graph Attention Networks, AACL, 2020, 第 7 作者
(65) Scene Restoring for Narrative Machine Reading Comprehension, The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), 2020, 第 4 作者
(66) Meta learning for Event Argument Extraction via Domain-Specific Information Enhanced, CCKS, 2020, 第 4 作者
(67) Pre-trained Language Model Based Active Learning for Sentence Matching, COLING, 2020, 第 4 作者
(68) Extracting event and their relations from texts: A survey on recent research progress and challenges, AI Open, 2020, 第 5 作者
(69) Event co-reference resolution via a multi-loss neural network without using argument information, Science China. Information Science, 2019, 第 4 作者
(70) 基于联合标注和全局推理的篇章级事件抽取, Document-level Event Extraction Based on Joint Labeling and Global Reasoning, 中文信息学报, 2019, 第 5 作者
(71) Event co-reference resolution via a multi-loss neural net work without using argument information, Event co-reference resolution via a multi-loss neural network without using argument information, 中国科学:信息科学(英文版), 2019, 第 4 作者
(72) Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning, EMNLP 2019, 2019, 通讯作者
(73) Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation, 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019), 2019, 第 4 作者
(74) Event co-reference resolution via a multi-loss neural network without using argument information, SCIENCE CHINA-INFORMATION SCIENCES, 2019, 第 4 作者
(75) Relation and Fact Type Supervised Knowledge Graph Embedding via Weighted Scores, CHINESE COMPUTATIONAL LINGUISTICS, CCL 2019, 2019, 第 4 作者
(76) Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network, EMNLP 2019, 2019, 通讯作者
(77) Document Gated Reader for Open-Domain Question Answering, PROCEEDINGS OF THE 42ND INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL (SIGIR '19), 2019, 第 7 作者
(78) Learning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks, THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, 
(79) 一种使用多跳事实的端到端知识库实体描述生成方法, An End-to-End Method of Entity Description Generation with Multi-hop Facts on Knowledge Bases, 中文信息学报, 2019, 第 5 作者
(80) Machine Reading Comprehension Using Structural Knowledge Graph-aware Network, EMNLP 2019(CCF B), 2019, 通讯作者
(81) Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots, 2019, 第 5 作者
(82) AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing, 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019), 2019, 第 4 作者
(83) Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss, 2019, 第 5 作者
(84) Neural Cross-Lingual Event Detection with Minimal Parallel Resources, EMNLP 2019, 2019, 通讯作者
(85) Large Scaled Relation Extraction with Reinforcement Learning, THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, 第 4 作者
(86) Event Detection via Gated Multilingual Attention Mechanism, 2018, 第 4 作者
(87) DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data, 56TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2018): PROCEEDINGS OF SYSTEM DEMONSTRATIONS, 2018, 第 5 作者
(88) Large Scaled Relation Extraction with Reinforcement Learning, 2018, 第 2 作者
(89) Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms., EMNLP2018(CCF B), 2018, 通讯作者
(90) Curriculum Learning for Natural Answer Generation, 2018, 第 3 作者
(91) Event Detection via Gated Multilingual Attention Mechanism, THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, 第 4 作者
(92) Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism., EMNLP2018(CCF B), 2018, 通讯作者
(93) Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism, 2018, 第 2 作者
(94) Deep Semantic Hashing with Multi-Adversarial Training, CIKM'18: PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, 2018, 第 3 作者
(95) Pattern-revising Enhanced Simple Question Answering over Knowledge Bases, 2018, 第 3 作者
(96) Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism, PROCEEDINGS OF THE 56TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL), VOL 1, 2018, 第 5 作者
(97) Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions, THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, 第 4 作者
(98) Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning, PROCEEDINGS OF THE 55TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2017), VOL 1, 2017, 第 4 作者
(99) An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge, PROCEEDINGS OF THE 55TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2017), VOL 1, 2017, 第 7 作者
(100) Automatically Labeled Data Generation for Large Scale Event Extraction, PROCEEDINGS OF THE 55TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2017), VOL 1, 2017, 第 5 作者
(101) Self-Taught convolutional neural networks for short text clustering, NEURAL NETWORKS, 2017, 第 6 作者
(102) Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors, PROCEEDINGS OF THE 55TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2017), VOL 1, 2017, 第 3 作者
(103) Conditional Generative Adversarial Networks for ommonsense Machine Comprehension, IJCAI-2017(CCF A), 2017, 通讯作者
(104) Attention-based Event Relevance Model for Stock Price Movement Prediction, 2017, 第 4 作者
(105) Automatically Labeled Data Generation for Large Scale Event Extraction, 2017, 第 5 作者
(106) Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms, 2017, 第 1 作者
(107) Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning, 2017, 第 3 作者
(108) Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?, 2017, 第 4 作者
(109) Unsupervised Joint Entity Linking over Question Answering Pair with Global Knowledge, CHINESE COMPUTATIONAL LINGUISTICS AND NATURAL LANGUAGE PROCESSING BASED ON NATURALLY ANNOTATED BIG DATA, CCL 2017, 2017, 第 5 作者
(110) Generating Natural Answer by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning, ACL-2017(CCF A), 2017, 通讯作者
(111) 基于网络语义标签的多源知识库实体对齐算法, Multi-Source Knowledge Bases Entity Alignment by Leveraging Semantic Tags, 计算机学报, 2017, 第 6 作者
(112) 情感分析 挖掘观点、情感和情绪, 2017, 第 2 作者
(113) Unsupervised Joint Entity Linking over Question Answering Pair with Global Knowledge, 2017, 第 5 作者
(114) An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge, 2017, 第 1 作者
(115) Detecting Deceptive Review Spam via Attention-Based Neural Networks, 2017, 第 1 作者
(116) Improving Event Detection via Information Sharing among Related Event Types, 2017, 第 2 作者
(117) Conditional Generative Adversarial Networks for Commonsense Machine Comprehension, 2017, 第 3 作者
(118) Distant Supervision for Relation Extraction with Sentence-level Attention and Entity Descriptions, 2017, 第 2 作者
(119) Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors, Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL-2017), 2017, 第 1 作者
(120) Employing External Rich Knowledge for Machine Comprehension, 2016, 第 3 作者
(121) A Joint Embedding Method for Entity Alignment of Knowledge Bases, KNOWLEDGE GRAPH AND SEMANTIC COMPUTING: SEMANTIC, KNOWLEDGE, AND LINKED BIG DATA, 2016, 第 2 作者
(122) Leveraging FrameNet to Improve Automatic Event Detection, 2016, 第 2 作者
(123) Inner Attention based Recurrent Neural Network for Answer Selection, ACL-2016(CCF A), 2016, 通讯作者
(124) 融合多种特征的实体链接技术研究, Entity Linking Based on Multiple Features, 中文信息学报, 2016, 第 4 作者
(125) A Probabilistic Soft Logic based approach to exploiting latent and global information in event classification, 2016, 第 4 作者
(126) Learning the Multilingual Translation Representations for Question Retrieval in Community Question Answering via Non-Negative Matrix Factorization, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2016, 第 4 作者
(127) Learning to Represent Review with Tensor Decomposition for Spam Detection, Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016, 第 1 作者
(128) Knowledge Graph Completion with Adaptive Sparse Transfer Matrix, THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, 第 4 作者
(129) Inner Attention based Recurrent Neural Networks for Answer Selection, 2016, 第 1 作者
(130) How to Generate a Good Word Embedding, IEEE INTELLIGENT SYSTEMS, 2016, 第 4 作者
(131) 基于表示学习的知识库问答研究进展与展望, ACTA AUTOMATICA SINICA, 2016, 第 5 作者
(132) Sentiment Analysis: Mining Opinions, Sentiments, and Emotions, COMPUTATIONAL LINGUISTICS, 2016, 通讯作者
(133) A Joint Model for Question Answering over Multiple Knowledge Bases, THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, 第 4 作者
(134) Knowledge Graph Completion with Adaptive Sparse Transfer Matrix, 2016, 第 1 作者
(135) A Joint Model for Question Answering over Multiple Knowledge Bases, Proceedings of AAAI 2016, 2016, 第 3 作者
(136) A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification, THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, 第 4 作者
(137) Leveraging FrameNet to Improve Automatic Event Detection, PROCEEDINGS OF THE 54TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1, 2016, 第 5 作者
(138) Learning to Represent Knowledge Graphs with Gaussian Embedding, 2015, 第 2 作者
(139) Short Text Clustering via Convolutional Neural Networks, NAACL-HLT, 2015, 第 5 作者
(140) Recurrent Convolutional Neural Networks for Text Classification, Aaai, 2015, 第 3 作者
(141) Short Text Hashing Improved by Integrating Multi-granularity Topics and Tags, COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING (CICLING 2015), PT I, 2015, 第 4 作者
(142) Large-scale Knowledge Base Completion: Inferring via Grounding Network Sampling over Selected Instances, CIKM2015, 2015, 第 2 作者
(143) Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks, 2015, 第 5 作者
(144) Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering, PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1, 2015, 第 3 作者
(145) A Subspace Learning Framework For Cross-Lingual Sentiment Classification With Partial Parallel Data, PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI), 2015, 第 3 作者
(146) Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2015, 第 3 作者
(147) A Novel Hierarchical Convolutional Neural Network for Question Answering over Paragraphs, Web Intelligence & Intelligent Agent Technology, IEEE, 2015, 第 3 作者
(148) 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 1, 2015, 第 5 作者
(149) 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 1, 2015, 第 3 作者
(150) A Graph-based Similarity Measure between Wikipedia Concepts and Its Application in Entity Linking System, Journal of Chinese Information Processing, 2015, 第 1 作者
(151) Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks, 2015, 第 2 作者
(152) Question Answering over Knowledge Bases, IEEE INTELLIGENT SYSTEMS, 2015, 第 2 作者
(153) 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, A Graph-based Similarity Measure between Wikipedia Concepts and Its Application in Entity Linking System, 中文信息学报, 2015, 第 3 作者
(154) Knowledge Graph Embedding via Dynamic Mapping Matrix, 2015, 第 2 作者
(155) Recurrent Convolutional Neural Networks for Text Classification, PROCEEDINGS OF THE TWENTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2015, 第 4 作者
(156) Short Text Hashing Improved by Integrating Multi-Granularity Topics and Tags, Intelligent Text Processing and Computational Linguistics, 2015, 第 4 作者
(157) Sentiment-Aspect Extraction based on Restricted Boltzmann Machines, 2015, 第 4 作者
(158) Relation Classification via Convolutional Deep Neural Network, International Conference on Computational Linguistics (COLING), 2014, 第 3 作者
(159) CASIA@ V2: A MLN-based Question Answering System over Linked Data, 2014, 第 2 作者
(160) Product Feature Mining: Semantic Clues versus Syntactic Constituents, PROCEEDINGS OF THE 52ND ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1, 2014, 第 4 作者
(161) Learning the Distinctive Pattern Space Features for Relation Extraction, 2014, 第 5 作者
(162) An empirical study of topic-sensitive probabilistic model for expert finding in question answer communities, KNOWLEDGE-BASED SYSTEMS, 2014, 第 2 作者
(163) Distant Supervision for Relation Extraction via Sparse Representation, 2014, 第 1 作者
(164) Extracting opinion targets and opinion words from online reviews with graph co-ranking, Annual Meeting of Association for Computational Linguistics (ACL), 2014, 
(165) Exploring Fine-grained Entity Type Constraints for Distantly Supervised Relation Extraction, International Conference on Computational Linguistics (COLING), 2014, 第 2 作者
(166) Sentiment Classification with Graph Co-Regularization, International Conference on Computational Linguistics (COLING), 2014, 第 1 作者
(167) 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 ), 2014, 第 3 作者
(168) Short Text Hashing Improved by Integrating Topic Features and Tags, Neural Information Processing, 2014, 第 3 作者
(169) Short Text Hashing Improved by Integrating Topic Features and Tags, NEURAL INFORMATION PROCESSING (ICONIP 2014), PT II, 2014, 第 3 作者
(170) Reasoning Over Relations Based on Chinese Knowledge Bases, 2014, 第 2 作者
(171) Knowledge Extraction from Wiki/BBS/Blogs/News Websites, Knowledge Extraction from Wiki/BBS/Blogs/News Websites, 2014, 第 3 作者
(172) 语言计算的重要国际前沿, Frontiers of Language Computing, 中文信息学报, 2014, 第 5 作者
(173) Joint Opinion Relation Detection Using One-Class Deep Neural Network, International Conference on Computational Linguistics (COLING), 2014, 第 2 作者
(174) Ontology Matching with Word Embeddings, Proceedings of CCL 2014, 2014, 第 4 作者
(175) Exploring Distinctive Features in Distant Supervision for Relation Extraction, 2013, 第 3 作者
(176) Joint inference for heterogeneous dependency parsing, Annual Meeting of Association for Computational Linguistics (ACL), 2013, 第 1 作者
(177) Attribute Relation Extraction from Template-inconsistent Semi-structured Text by Leveraging Site - level Knowledge, 2013, 第 6 作者
(178) 基于表示学习的中文分词算法探索, Chinese Word Segment Based on Character Representation Learning, 中文信息学报, 2013, 第 1 作者
(179) Walk and learn: A two-stage approach for opinion words and opinion targets co-extraction, International World Wide Web Conference, 2013, 
(180) Syntactic patterns versus word alignment: Extracting opinion targets from online reviews, Annual Meeting of Association for Computational Linguistics (ACL), 2013, 
(181) 一种融合实体语义知识的实体集合扩展方法, A Novel Entity Set Expansion Method Leveraging Entity Semantic Knowledge, 中文信息学报, 2013, 第 3 作者
(182) Determining Relation Semantics by Mapping Relation Phrases to Knowledge Base, 2013, 第 2 作者
(183) 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
(184) Towards Faster and Better Retrieval Models for Question Search, International Conference on Information and Knowledge Management (CIKM), 2013, 第 1 作者
(185) Cross Lingual Entity Linking with Bilingual Topic Model, International Joint Conference on Artificial Intelligence (IJCAI ), 2013, 第 1 作者
(186) Opinion Target Extraction Using Partial-Supervised Word Alignment Model, IJCAI-2013, 2013, 通讯作者
(187) Improving Question Retrieval in Community Question Answering Using World Knowledge, International Joint Conference on Artificial Intelligence (IJCAI ), 2013, 第 1 作者
(188) Opinion target extraction using partially-supervised word alignment model, 2013, 第 4 作者
(189) Open Relation Mapping Based on Instances and Semantics Expansion, 2013, 第 2 作者
(190) IAMA Results for OAEI 2013, OM-2013 proceedings, 2013, 第 2 作者
(191) Mining opinion words and opinion targets in a two-stage framework, Annual Meeting of Association for Computational Linguistics (ACL), 2013, 
(192) CASIA@QALD-3: A Question Answering System over Linked Data, Pro-ceedings of the Cross-Language Evaluation Forum, 2013, 第 1 作者
(193) Topical Authority Identification in Community Question Answering, 2012, 第 3 作者
(194) An Ontology Concept Acquisition Method Based on Heterogeneous Features, Journal of Chinese Information Processing, 2012, 第 7 作者
(195) Topic-Sensitive Probabilistic Model for Expert Finding in Question Answer Communities, International Conference on Information and Knowledge Management (CIKM), 2012, 第 3 作者
(196) Hybrid Recommendation Models for Binary User Preference Prediction Problem, Journal of Machine Learning Research Workshop and Conference Proceedings, 2012, 第11作者
(197) Choosing Better Seeds for Entity Set Expansion by Leveraging Wikipedia Semantic Knowledge, 2012, 第 1 作者
(198) 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
(199) 基于多特征表示的本体概念挂载, An Ontology Concept Acquisition Method Based on Heterogeneous Features, 中文信息学报, 2012, 第 1 作者
(200) Are Human-input Seeds good enough for Entity Set Expansion? Seeds Rewriting by Leveraging Wikipedia Semantic Knowledge., 2012, 第 3 作者
(201) 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
(202) 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, 
(203) Hybrid Recommendation Models for Binary User Preference Prediction Problem, Journal of Machine Learning Research Workshop and Conference Proceedings, 2012, 第 2 作者
(204) Monolingual-Based Translation Model for Question Routing, 2012, 第 1 作者
(205) Phrase-based Translation Model for Question Retrieval in Community Question Answer Archives, 2011, 第 4 作者
(206) 开放式文本信息抽取, Open Information Extraction, 中文信息学报, 2011, 第 1 作者
(207) Exploring Web-Derived Selectional Preferance to Improve Statistical Dependency Parsing, 2011, 第 1 作者
(208) 少数民族汉语考试的作文辅助评分系统研究, Research on Assisted Scoring System for Chinese Proficiency Test for Minorities, 中文信息学报, 2011, 第 3 作者
(209) The NLPR_TAC Entity Linking System at TAC 2011, 2011, 第 1 作者
(210) Learning the Latent Topics for Question Retrieval in Community QA, 2011, 第 3 作者
(211) An integrated strategy for Chinese semantic role labeling, ICIC Express Letters, 2011, 第 1 作者
(212) 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
(213) Improving Dependency Parsing with Fined-Grained Features, 2011, 第 3 作者
(214) 开放式文本信息抽取, Journal of Chinese Information Processing, 2011, 第 3 作者
(215) Collective Entity Linking in Web text: A graph-based method, International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011, 第 1 作者
(216) A CRFS-based joint labeling approach for cascaded tasks, ICIC Express Letters, 2011, 第 1 作者
(217) The Construction of Encyclopedia Knowledge Base, Advances of Computational Linguistics in China (2009-2011), 2011, 第 4 作者
(218) 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
(219) Structural Semantic Relatedness: A Knowledge-Based Method to Named Entity Disambiguation, ACL 2010: 48TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, 2010, 通讯作者
(220) Topic-driven web search result organization by leveraging Wikipedia semantic knowledge, International Conference on Information and Knowledge Managemen, 2010, 第 1 作者
(221) 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
(222) 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
(223) Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymme, ACL2009, 2009, 通讯作者
(224) 命名实体识别、排歧和跨语言关联, A Survey on Named Entity Recognition, Disambiguation and Cross-Lingual Coreference Resolution, 中文信息学报, 2009, 第 1 作者
(225) A Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymmetric Alignment, 2009, 第 3 作者
(226) Cross-domain sentiment classification using a two-stage method, International Conference on Information and Knowledge Managemen, 2009, 
(227) Named entity disambiguation by leveraging wikipedia semantic knowledge, International Conference on Information and Knowledge Managemen, 2009, 第 1 作者
(228) A WebPage Content Block Detection Method Based on Layout Features and Languages Features, Chinese Journal of Computers, 2008, 第 2 作者
(229) Product named entity recognition in Chinese text, LANGUAGE RESOURCES AND EVALUATION, 2008, 通讯作者
(230) Adding Redundant Features for CRFs-based Sentence Sentiment Classification, 2008, 第 2 作者
(231) Product Named Entity Recognition in Chinese Texts, Journal of Language Resource and Evaluation (LRE), 2008, 通讯作者
(232) Chinese-English Backward Transliteration Assisted with Mining Monolingual Web Pages, 2008, 第 2 作者
(233) Fusion of multiple features for Chinese Named Entity Recognition based on CRF model, INFORMATION RETRIEVAL TECHNOLOGY, 2008, 
(234) NLPR at Multilingual Opinion Analysis Task in NTCIR 7, 2008, 第 2 作者
(235) Sentence Sentiment Analysis Based on Cascaded CRFs Model, Chinese Journal of Computers, 2008, 第 1 作者
(236) Domain Adaptation in NLP based on Hybrid Generative and Discriminative Model, Chinese Conference one Pattern Recognition, 2008, 第 1 作者
(237) Word Sense Disambiguation through Sememe Labeling, 20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2007, 第 2 作者
(238) Ungreedy Methods for Chinese Deterministic Dependency Parsing, AAAI-2007, 2007, 通讯作者
(239) 基于多重冗余标记CRFs的句子情感分析研究, Sentence Sentiment Analysis Based on Multi-redundant-labeled CRFs, 中文信息学报, 2007, 第 2 作者
(240) NLPR in TREC 2007 Blog Track, 2007, 第 3 作者
(241) 基于动作建模的中文依存句法分析, Chinese Dependency Parsing Based on Action Modeling, 中文信息学报, 2007, 第 2 作者
(242) 基于主题语言模型的句子检索算法, Sentence Retrieval with a Topic-Based Language Model, 计算机研究与发展, 2007, 第 2 作者
(243) 实体提及的多层嵌套识别方法研究, Study on Multi-scale Nested Entity Mention Recognition, 中文信息学报, 2007, 第 2 作者
(244) Probabilistic Parsing Action Models for Multi-Lingual Dependency Parsing, EMNLP-CoNLL-2007, 2007, 通讯作者
(245) Linguistic Theory Based Contextual Evidence Mining for Statistical Chinese Co-Reference Resolution, 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, 第 1 作者
(246) Probabilistic models for action-based Chinese dependency parsing, MACHINE LEARNING: ECML 2007, PROCEEDINGS, 2007, 第 2 作者
(247) Linguistic theory based contextual evidence mining for statistical Chinese co-reference resolution, JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2007, 通讯作者
(248) 基于无监督学习的问答模式抽取技术, Unsupervised Answer Pattern Acquisition, 中文信息学报, 2007, 第 2 作者
(249) 863信息检索评测——自动化所, 863 Information Retrieval Evaluationmlnstitute of Automation, 中文信息学报, 2006, 第 3 作者
(250) 面向商务信息抽取的产品命名实体识别研究, Study on Product Named Entity Recognition for Business Information Extraction, 中文信息学报, 2006, 第 3 作者
(251) 基于相关文档池建模的查询扩展, Query Expansion Based on Modeling of Relevant Documents Pool, 中文信息学报, 2006, 第 2 作者
(252) 问答式检索技术及评测研究综述, Research on Question Answering & Evaluation: A Survey, 中文信息学报, 2005, 第 2 作者
(253) 面向文本检索的语义计算, Semantic Computation for Text Retrieval, 计算机学报, 2005, 第 1 作者
(254) 面向口语翻译的双语语块自动识别, Automatic Identification of Co -Chunks for Spoken-language Translation, 计算机学报, 2004, 第 2 作者
(255) 一种面向汉英口语翻译的双语语块处理方法, Bilingual Chunking for Chinese-Egnlish Spoken-language Translation, 中文信息学报, 2003, 第 2 作者
(256) 汉英双语语料库中名词短语的自动对应, Noun Phrase Alignment in Chinese-English Bilingual Corpora, 中文信息学报, 2003, 第 2 作者
(257) 汉语双语语料库中名词短评的自动对应, Noun Phrase Alignment in Chinese-English Bilingual Corpora, 中文信息学报, 2003, 第 2 作者
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
(4) 知识图谱:算法与实践, 高等教育出版社, 2022-03, 第 1 作者

科研活动

   

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指导学生

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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  

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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