研究兴趣
联系方式
- 通信地址：哈尔滨工业大学321信箱(150001)
- 办公电话：（0451）86413683-809
- 传真地址：（0451）86413683-812
- 办公地址：哈尔滨市哈尔滨工业大学科创大厦K1230
- 电子邮件：qinb (at) ir (dot) hit (dot) edu (dot) cn
个人简介
秦兵，哈尔滨工业大学计算学部长聘教授，博士生导师，哈尔滨工业大学社会计算与信息检索研究中心主任。中国中文信息学会常务理事，中国中文信息学会情感计算专委会主任，语言与知识计算专委会副主任，科技部科技创新2030-“新一代人工智能”重大项目管理专家组成员。国家重点研发项目课题负责人、国家自然科学基金重点项目负责人。获中文信息学会钱伟长中文信息处理科学技术奖一等奖、黑龙江省科技进步一等奖、黑龙江省科技进步二等奖、黑龙江省技术发明二等奖。入选“2020年度人工智能全球女性及AI 2000最具影响力学者榜单”和“福布斯中国2020科技女性榜”。
学术任职
- 科技部科技创新2030-“新一代人工智能”重大项目管理专家组成员
- 中国中文信息学会常务理事
- 中国中文信息学会情感计算专委会主任
- 中国中文信息学会语言资源与知识计算专委会副主任
- 中国中文信息学会“信息检索”专委会常委
主要论著
2022年
- Jiaqi Li, Ming Liu, Bing Qin, Ting Liu: A survey of discourse parsing. Frontiers Comput. Sci. 16(5): 165329 (2022)
- Yiming Cui , Wanxiang Che, Ziqing Yang, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu: Interactive Gated Decoder for Machine Reading Comprehension. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(4): 72:1-72:19 (2022)
- Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin: e-CARE: a New Dataset for Exploring Explainable Causal Reasoning. ACL (1) 2022: 432-446
- Yang Wu, Yanyan Zhao, Hao Yang, Song Chen, Bing Qin, Xiaohuan Cao, Wenting Zhao: Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors. ACL (Findings) 2022: 1397-1406
- Li Du, Xiao Ding, Yue Zhang, Ting Liu, Bing Qin: A Graph Enhanced BERT Model for Event Prediction. ACL (Findings) 2022: 2628-2638
- Yuxuan Gu, Xiaocheng Feng, Sicheng Ma, Jiaming Wu, Heng Gong, Bing Qin: Improving Controllable Text Generation with Position-Aware Weighted Decoding. ACL (Findings) 2022: 3449-3467
2021年
- Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin, Ting Liu. Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization. ACL 2021
- Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin. EXCAR:Event Graph Knowledge Enhanced Explainable Causal Reasoning. ACL 2021
- Yang Wu, Zijie Lin, Yanyan Zhao, Bing Qin, Li-Nan Zhu. A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analysis. Findings of ACL 2021
- Xiachong Feng, Xiaocheng Feng, Bing Qin, Xinwei Geng. Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization. IJCAI 2021
- Xinwei Geng, Xiaocheng Feng, Bing Qin. Learning to Rewrite for Non-Autoregressive Neural Machine Translation. EMNLP 2021
- Jihao Shi, Xiao Ding, Li Du, Ting Liu, Bing Qin. Neural Natural Logic Inference for Interpretable Question Answering. EMNLP 2021
- Haichao Zhu, Zekun Wang, Heng Zhang, Ming Liu, Sendong Zhao, Bing Qin. Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension. Findings of EMNLP
- Xin Lu, Yijian Tian, Yanyan Zhao, Bing Qin. Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots. Findings of EMNLP
2020年
- Xiaocheng Feng, Yawei Sun, Bing Qin, Heng Gong, Yibo Sun, Wei Bi, Xiaojiang Liu, Ting Liu. Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation. AAAI 2020
- Yibo Sun, Duyu Tang, Nan Duan, Yeyun Gong, Xiaocheng Feng, Bing Qin, Daxin Jiang. Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning. AAAI 2020
- Xinwei Geng, Longyue Wang, Xing Wang, Bing Qin, Ting Liu, Zhaopeng Tu. How Does Selective Mechanism Improve Self-Attention Networks? ACL2020
- Heng Gong, Wei Bi, Xiaocheng Feng, Bing Qin, Xiaojiang Liu, Ting Liu. Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification. Findings of EMNLP 2020
- Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu. Revisiting Pre-Trained Models for Chinese Natural Language Processing. Findings of EMNLP 2020
- Xin Lu, Yanyan Zhao, Yang Wu, Yijian Tian, Huipeng Chen, Bing Qin. An Iterative Emotion Interaction Network for Emotion Recognition in Conversations. COLING 2020
- Heng Gong, Yawei Sun, Xiaocheng Feng, Bing Qin, Wei Bi, Xiaojiang Liu, Ting Liu. GPT-based Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching. COLING 2020
2019年
- Jianhua Yuan, Yanyan Zhao, Jingfang Xu, Bing Qin. Exploring Answer Stance Detection with Recurrent Conditional Attention. AAAI 2019
- Tianwen Jiang, Tong Zhao, Bing Qin, Ting Liu, Nitesh V. Chawla, and Meng Jiang. The Role of "Condition": A Novel Scientific Knowledge Graph Representation and Construction Model. ACM SIGKDD 2019
- Haichao Zhu, Li Dong, Furu Wei, Wenhui Wang, Bing Qin, Ting Liu. Learning to Ask Unanswerable Questions for Machine Reading Comprehension. ACL 2019
- Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu. Cross-Lingual Machine Reading Comprehension. EMNLP-IJCNLP 2019
- Tianwen Jiang, Tong Zhao, Bing Qin, Ting Liu, Nitesh Chawla, Meng Jiang. Multi-input Multi-output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text. EMNLP-IJCNLP 2019
2018年
- Ming Liu, Bing Qin, Ting Liu. Collective Entity Linking: A Multi-View Aspect. ACM Transactions on Information Systems, 2018, minor revision. SCI, IF 1.77.
- Ming Liu, Yanyan Zhao, Bing Qin, Ting Liu. Collective Entity Linking: A Random Walk Based Perspective. Knowledge and Information System, 2018, Accepted.
- Xiaocheng Feng, Xiachong Feng, Bing Qin, Zhangyin Feng, Ting Liu. Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer. IJCAI 2018.
- Xiaocheng Feng, Ming Liu, Jiahao Liu, Bing Qin, Yibo Sun, Ting Liu. Topic-to-Essay Generation with Neural Networks. IJCAI 2018.
- Yibo Sun, Duyu Tang, Nan Duan, Jianshu Ji, Guihong Cao, Xiaocheng Feng, Bing Qin, Ting Liu, Ming Zhou. Semantic Parsing with Syntax-and Table-Aware SQL Generation. ACL 2018.
- Sendong Zhao, Meng Jiang, Ming Liu, Bing Qin, Ting Liu. CausalTriad: Toward Pseudo Causal Relation Discovery and Hypotheses Generation from Medical Text Data. ACM-BCB.
2017年
- Luyang Li, Bing Qin, Wenjing Ren, Ting Liu. Document Representation and Feature Combination for Deceptive Spam Review Detection. Neurocomputing, 2017, 254, 6, 33-41.
- Sendong Zhao, Meng Jiang, Quan Yuan, Bing Qin, Ting Liu. Chengxiang Zhai. ContextCare: Incorporating Contextual Information Networks to Representation Learning on Medical Forum Data. IJCAI 2017. To be appeared.
- Xiaocheng Feng, Jiang Guo, Bing Qin, Ting Liu, Yongjie Liu. Effective Deep Memory Networks for Distant Supervised Relation Extraction. IJCAI 2017. To be appeared.
- Sendong Zhao, Quan Wang, Sean Massung, Bing Qin, Ting Liu. Chengxiang Zhai. Constructing and Embedding Abstract Event Causality Networks form Text Snippets. WSDM 2017, 335-344.
- Tianwen Jiang, Ming Liu, Bing Qin, Ting Liu. Constructing Semantic Hierarchies via Fusion Learning Architecture. CCIR 2017. To be appeared.
2016
- Duyu Tang, Furu Wei, Bing Qin, Yang Nan, Ting Liu, Ming Zhou. Sentiment Embeddings with Applications to Sentiment Analysis. IEEE Transactions on Knowledge and Data Engineering, 2016, 28(2), 496-509.
- Yanyan Zhao, Bing Qin, Ting Liu, Duyu Tang. Social Sentiment Sensor: a Visualization System for Topic Detection and Topic Sentiment Analysis on Microblog. Multimedia Tools and Applications, 2016, 75(15), 8843–8860.
- 张牧宇, 刘铭, 朱海潮, 秦兵. 篇章语义分析: 让机器读懂文章. 中国人工智能学会通讯, 2016, 7, 36-42.
- Yijia Liu, Wanxiang Che, Jiang Guo, Bing Qin, Ting Liu. Exploring Segment Representations for Neural Segmentation Models. IJCAI 2016, 2880-2886.
- Yijia Liu, Wanxiang Che, Bing Qin, Ting Liu. HC-Search for Incremental Parsing. IJCAI 2016, 2887-2893.
- Xiaocheng Feng, Lifu Huang, Duyu Tang, Heng Ji, Bing Qin, Ting Liu. A Language-Independent Neural Network for Event Detection. ACL 2016, 66-71.
- Duyu Tang, Bing Qin, Ting Liu. Aspect Level Sentiment Classification with Deep Memory Network. EMNLP 2016, 214-224.
- Duyu Tang, Bing Qin, Xiaocheng Feng, Ting Liu. Effective LSTMs for Target-Dependent Sentiment Classification. COLING 2016, 3298-3307.
- Xiaocheng Feng, Duyu Tang, Bing Qin, Ting Liu. English-Chinese Knowledge Base Translation with Neural Network. COLING 2016, 2935-2944.
- Yanyan Zhao, Shengqiu Li, Bing Qin, Ting Liu. Encoding Dependency Representation with Convolutional Neural Network for Target-Polarity Word Collocation Extraction. SMP 2016, 42-53.
2015
- Duyu Tang, Bing Qin, Furu Wei, Li Dong, Ting Liu, Ming Zhou. A Joint Segmentation and Classification Framework for Sentence Level Sentiment Classification. IEEE/ACM Transactions on Audio Speech and Language Processing, 2015, 23(11), 1750-1761.
- Ruiji Fu, Jiang Guo, Bing Qin, Wanxiang Che, Haifeng Wang, Ting Liu. Learning Semantic Hierarchies: A Continuous Vector Space Approach. IEEE/ACM Transactions on Audio Speech and Language Processing, 2015, 23(3), 461-471.
- Xiao Ding, Bing Qin, Ting Liu. BUEES a Bottom up Event Extraction System. Frontiers of Information Technology and Electronic Engineering, 2015, 16(7), 541-552.
- Yanyan Zhao, Bing Qin, Ting Liu. Creating a Fine-Grained Corpus for Chinese Sentiment Analysis. IEEE Intelligent Systems, 2015, 30(1), 36-43.
- Yanyan Zhao, Bing Qin, Ting Liu, Wei Yang. Aspect-Object Alignment with Integer Linear Programming in Opinion Mining. PLOS ONE, 2015, 22, 10(5): e0125084.
- Duyu Tang, Bing Qin, Ting Liu. Deep Learning for Sentiment Analysis: Successful Approaches and Future Challenges. WIREs Data Mining and Knowledge Discovery, 2015, 5(6), 292-303.
- Duyu Tang, Bing Qin, Ting Liu, Yuekui Yang. User Modeling with Neural Network for Review Rating Prediction. IJCAI 2015, 1340-1346.
- Duyu Tang, Bing Qin, Ting Liu. Learning Semantic Representations of Users and Products for Document Level Sentiment Classification. ACL 2015, 1014-1023.
- Duyu Tang, Bing Qin, Ting Liu. Document Modeling with Gated Recurrent Neural Network for Sentiment Classification. EMNLP 2015, 1422-1432
- Yijia Liu, Yue Zhang, Wanxiang Che, Bing Qin. Transition-Based Syntactic Linearization. NAACL 2015, 113-122.
- Yanyan Zhao, Bing Qin, Zhenjiang Dong, Hong Chen, Ting Liu. What Causes Different Emotion Distributions of a Hot Event? A Deep Event-Emotion Analysis System on Microblogs. NLPCC 2015, 453-464.
- Luyang Li, Wenjing Ren, Bing Qin, Ting Liu. Learning Document Representation for Deceptive Opinion Spam Detection. CCL 2015, 393-404
- Luyang Li, Bing Qin, Ting Liu. Generating Triples Based on Dependency Parsing for Contradiction Detection. SMP 2015, 200-208.
- 李泽魁, 赵妍妍, 秦兵, 刘挺. 中文微博事件情感分布的原因分析. SMP 2015.
- 李泽魁, 赵妍妍, 秦兵, 刘挺. HITSCIR_Run: COAE2015 微博观点句识别任务分析系统. CCIR 2015.
2014年
- Muyu Zhang, Bing Qin and Ting Liu.Triple based Background Knowledge Ranking for Document Enrichment. In Proceedings of the 25th International Conference on Computational Linguistics (Coling 2014). 2014.08. Dublin, Ireland.
- Ruiji Fu, Jiang Guo, Bing Qin, Wanxiang Che, Haifeng Wang, Ting Liu. Learning Semantic Hierarchies via Word Embeddings. In Proceedings of the 52th Annual Meeting of the Association for Computational Linguistics (ACL 2014). 2014.06. Baltimore, MD.
- Duyu Tang, Furu Wei, Bing Qin, Ming Zhou, Ting Liu. Building Large-Scale Twitter-Specific Sentiment Lexicon: A Representation Learning Approach, In Proceedings of the 25th International Conference on Computational Linguistics (Coling 2014). 2014.08. Dublin, Ireland.
- Duyu Tang, Furu Wei, Nan Yang, Ming Zhou, Ting Liu, Bing Qin. Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification, In Proceedings of the 52th Annual Meeting of the Association for Computational Linguistics (ACL 2014). 2014.06. Baltimore, MD.
- Yanyan Zhao, Wanxiang Che, Honglei Guo, Bing Qin, Zhong Su, Ting Liu. Sentence Compression for Target-Polarity Word Collocation Extraction. In Proceedings of the 25th International Conference on Computational Linguistics (Coling 2014). 2014.08. Dublin, Ireland.
- 薛涵, 秦兵, 刘挺. 基于 Folksonomy 的本体构建综述[J]. 电子学报, 2014，42(4): 791-797.
- Duyu Tang, Furu Wei, Bing Qin, Li Dong, Ting Liu, Ming Zhou.A Joint Segmentation and Classification Framework for Sentiment Analysis, Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2014). （To appear）
2013年
- Ruiji Fu, Bing Qin, Ting Liu. Exploiting Multiple Sources for Open-domain Hypernym Discovery. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2013).2013.10. Seattle, USA.
- Xiao Ding , Zhicheng Dou, Bing Qin, Ting Liu, Ji-Rong Wen. Improving Web Search Ranking by Incorporating Structured Annotation of Queries. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2013). 2013.10. Seattle, USA.
- Yuhang Guo, Bing Qin, Ting Liu and Sheng Li. Microblog Entity Linking by Leveraging Extra Posts. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2013), 2013:863-868
- Yuhang Guo, Bing Qin, Yuqin Li, Ting Liu and Sheng Li. Improving Candidate Generation for Entity Linking. Natural Language Processing and Information Systems (NLP & IS 2013), 2013, 7934: 225-236
- Xue H, Qin B, Liu T, et al. Topical Key Concept Extraction from Folksonomy[C]. International Joint Conference on Natural Language Processing (IJCNLP 2013), 2013: 480-488.2013.10.Nagoya, Japan.
- Duyu Tang, Bing Qin, Ting Liu, Zhenghua Li. Learning Sentence Representation for Emotion Classification on Microblogs, Natural Language Processing and Chinese Computing(NLP & CC 2013). 2013.10.Chongqing ,China
2012年
2011年
2010年
- QIN Bing,ZHAO Yanyan,DING Xiao. Event Type Recognition Based on Trigger Expansion. TSINGHUA SCIENCE AND TECHNOLOGY ISSNll1007-0214ll01/17ll 2010.15(3):251-258.
- Yanyan Zhao, Bing Qin and Ting Liu. Integrating Intra- and Inter- Document Evidences for Improving Sentence Sentiment Classification. ACTA AUTOMATICA SINICA. 2010,36(10):1417-1425.
- 赵妍妍, 秦兵, 刘挺; 文本情感分析综述; 软件学报(EI:20103513195436). 2010,21(8):1834-1848
- Yanyan Zhao, Bing Qin, Shen Hu, Ting Liu. Generalizing Syntactic Structures for Product Attribute Candidate Extraction. The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL2010). 2010：377-380.
- 丁效，宋凡，秦兵，刘挺. 音乐领域典型事件抽取方法研究. 中文信息学报. 2010, 25(2):15-20
- Yanyan Zhao, Bing Qin, Wanxiang Che, Ting Liu. Appraisal Expression Recognition with Syntactic Path for Sentence Sentiment Classification. International Journal of Computer Processing Of Languages 2010 (IJCPL2010)
2009年
- 郎君, 秦兵, 宋巍, 刘龙, 刘挺, 李生; 基于社会网络的人名检索结果重名消解; 计算机学报, 2009,32(7):1365~1374
- Wanxiang Che, Zhenghua Li, Yongqiang Li, Yuhang Guo, Bing Qin, Ting Liu.Multilingual Dependency-based Syntactic and Semantic Parsing. Proceedings of the Thirteenth Conference on Computational Natural Language Learning: Shared Task. Association for Computational Linguistics (CoNLL2009), 2009:49--54.
- 陈毅恒,秦兵,刘挺,王平,李生; 基于潜在语义索引和自组织映射网的检索结果聚类方法 计算机研究与发展46(7) : 1176-1183 , 2009
- Ruifang He, Yang Liu, Bing Qin, Ting Liu, Sheng Li. HITIR’s update summary at TAC2008:Extractive content selection for language independence. Notebook Papers and Results of TAC (TAC2008 Workshop)，Gaithersburg, Maryland USA, 17-19, 2009.3
- 贺瑞芳,秦兵,刘挺,潘越群,李生; 基于宏微观重要性判别模型的时序多文档文摘; 计算机研究与发展，46(7)：1184-1191，2009
2008年
2007年
2006年
2005年
- 秦兵, 刘挺, 李生 多文档自动文摘综述 中文信息学报 2005.6, 19(6): 13-20
- Qin Bing，Liu Ting ,Li Sheng Summarization based on physical features and logical structure of multi documents High Technology Letters 2005.6,11(2):133-136
- Qin Bing , Liu Ting , Zhang Yu , Li Sheng Research on multi-document summarization based on semantic indexing Journal of Harbin Institute of Technology 2005.1,12(1):91-94
- He Rui-fang , Qin Bing , Liu Ting , Li Sheng THE TOPIC DETECTION AND TRACKING WITH TOPIC SENSITIVE LANGUAGE MODEL International Conference on Mutilingual Information Processing (ICMIP2005). 2005：324-327
- 秦兵，刘挺，李生 基于子主题的多文档文摘 大规模信息检索与内容安全 2005：365-371
- 赵妍妍，秦兵，刘挺，张俐，苏中 基于多特征融合的句子相似度计算 自然语言理解与大规模内容计算 2005：168-174
2004年
2003年
2002年
主持国家项目
- 国家自然科学基金联合基金重点项目，U22B2059，多模态数据驱动与知识融合的可解释性知识图谱推理技术，2023/01-2026/12，主持
- 国家重点研发计划项目，2018YFB1005103，文本生成及复杂语言问题求解关键技术与系统，2019/05-2022/04，主持
- 国家自然科学基金面上项目，61976073，基于跨语言信息的大规模稀缺资源知识库自动构建技术研究，2020.01-2023.12，主持
- 国家自然科学基金重点项目，61632011，社交媒体中文本情感语义计算理论和方法，2017/01-2021/12，主持
- 国家科技部863项目，2015AA015407，语言问题求解及答案生成技术及系统， 2015/01-2017/12，主持
- 国家自然科学基金面上项目，61273321，开放域动态事实性信息获取及融合方法研究，2013/01-2016/12，主持
- 国家自然科学基金面上项目，60975055， 基于实例动态泛化的共指消解，2010/01-2012/12，主持
- 国家自然科学基金面上项目，60675034，汉语语义角色标注方法研究，2007/01-2009/12，主持
- 国家科技部863项目，2008AA01Z144，基于实体关系的文本内容挖掘与集成技术平台，2008/1-2010/12，主持
科研成果
- 2019 年 “语言情感智能分析技术与系统”获黑龙江省科技进步二等奖
- 2016 年 “语言技术平台 LTP”获黑龙江省科技进步一等奖
- 2012 年 “中英文双语例句检索与机器翻译系统”获黑龙江省技术发明二等奖
- 2010 年 “语言技术平台 LTP”获中国中文信息学会“钱伟长中文信息处理科学技术”一等奖
技术评测
- 2022 SemEval 惯用语检测 第一名
- 2017 NLPCC 首届情绪对话生成评测 第二名（共43支参赛队伍）
- 2014 参加2014年国际评测SemEval中的Twitter情感分类任务 第二名（全球45支参赛队伍）
- 2009 参加TAC 2008 Update Summarization评测，三个评测指标第一名（全球33家参赛单位，）
- 2003 863 计划中文与接口技术自动文摘评测，第一名
演示系统
所授课程
