韩先培 - 中国科学院大学 - 计算机科学与技术学院

个人简介

教育背景 2005-09--2010-07 中国科学院自动化研究所博士 2001-09--2005-07 北方工业大学学士工作简历 2018-10~现在, 中国科学院软件研究所, 研究员 2012-12~2018-09,中国科学院软件研究所, 副研究员 2010-07~2012-12,中国科学院软件研究所, 助理研究员科研项目（ 1 ）基于大数据的面向开放域的智能问答技术, 参与, 国家级, 2017-10--2021-09 （ 2 ）基于垂直领域(石油)的知识获取和知识图谱构建项目, 主持, 院级, 2019-05--2020-08 （ 3 ）北京智源研究院自然语言处理重大方向青年科学家, 主持, 研究所（学校）, 2019-11--2022-10 参与会议（1）An Entity-Topic Model for Entity Linking 自然语言处理实证方法会议韩先培，孙乐 2012-07-15 （2）Collective Entity Linking in Web Text: A Graph-Based Method 国际信息检索大会 Xianpei Han, Le Sun and Jun Zhao 2011-07-24 （3）A Generative Entity-Mention Model for Linking Entities with Knowledge Base 第49届自然语言处理年会 Xianpei Han and Le Sun 2011-06-19 （4）Topic-Driven Web Search Result Organization by Leveraging Wikipedia Semantic Knowledge 第19届国际信息和知识管理大会 Xianpei Han and Jun Zhao 2010-10-26 （5）Structural Semantic Relatedness: A Knowledge-Based Method to Named Entity Disambiguation 第48届自然语言处理年会 Xianpei Han and Jun Zhao 2010-07-11 （6）Named Entity Disambiguation by Leveraging Wikipedia Semantic Knowledge 第18届国际信息和知识管理大会 Xianpei Han and Jun Zhao. 2009-11-02

研究领域

大规模知识图谱构建及智能信息服务技术

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

（1） Global Structure and Local Semantics-Preserved Embeddings for Entity Alignment, the 29th International Joint Conference on Artificial Intelligence, 2020, 第 2 作者（2） Hierarchical Matching Network for Heterogeneous Entity Resolution, the 29th International Joint Conference on Artificial Intelligence, 2020, 第 2 作者（3） End-to-End Bootstrapping Neural Network for Entity Set, Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020, 第 2 作者（4） Learning to Map Frequent Phrases to Sub-Structures of Meaning Representation for Neural Semantic Parsing, Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020, 第 2 作者（5） Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks, the 57th Annual Meeting of the Association for Computational Linguistics(ACL 2019), 2019, 第 3 作者（6） Distilling Discrimination and Generalization Knowledge for Event Detection via ∆-Representation Learning, the 57th Annual Meeting of the Association for Computational Linguistics(ACL 2019), 2019, 第 3 作者（7） Cost-sensitive Regularization for Label Confusion-aware Event Detection, the 57th Annual Meeting of the Association for Computational Linguistics(ACL 2019), 2019, 第 3 作者（8） End-to-End Multi-Perspective Matching for Entity Resolution, the 28th International Joint Conference on Artificial Intelligence(IJCAI 2019), 2019, 第 2 作者（9） Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition, 2019 Conference on Empirical Methods in Natural Language Processing, 2019, 第 3 作者（10） Learning to Bootstrap for Entity Set Expansion, 2019 Conference on Empirical Methods in Natural Language Processing, 2019, 第 2 作者（11） Deep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution, Proceedings of The 28th ACM Conference on Information and Knowledge Management, 2019, 第 2 作者（12） Accurate Text-Enhanced Knowledge Graph Representation Learning, The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics, 2018, 第 2 作者（13） Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing, The 27th International Conference on Computational Linguistics, 2018, 第 3 作者（14） Model-Free Context-Aware Word Composition, The 27th International Conference on Computational Linguistics, 2018, 第 2 作者（15） Deep Learning in Knowledge Graph, Springer, 2018, 第 2 作者（16） Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing, the 56th Annual Meeting of the Association for Computational Linguistics, 2018, 第 3 作者（17） Nugget Proposal Networks for Chinese Event Detection, the 56th Annual Meeting of the Association for Computational Linguistics, 2018, 第 3 作者（18） Adaptive Scaling for Sparse Detection in Information Extraction, the 56th Annual Meeting of the Association for Computational Linguistics, 2018, 第 3 作者（19） Distant Supervision via Prototype-Based Global Representation Learning, AAAI 2017, 2017, 第 1 作者（20） Context-Sensitive Inference Rule Discovery: A Graph-Based Method, COLING, 2016, 第 1 作者（21） Global Distant Supervision for Relation Extraction, The Thirtieth AAAI Conference, 2016, 第 1 作者（22） A Joint Model for Entity Set Expansion and Attribute Extraction from Web Search Queries, The Thirtieth AAAI Conference, 2016, 第 3 作者（23） Sentence Rewriting for Semantic Parsing, The 54th annual meeting of the Association for Computational Linguistics, 2016, 第 3 作者（24） A Context-Aware Topic Model for Statistical machine Translation, The 53rd Annual Meeting of the Association for Computational Linguistics , 2015, 第 4 作者（25） Learning to Mine Query Subtopics from Query Log, The 53rd Annual Meeting of the Association for Computational Linguistics , 2015, 第 3 作者（26） Semantic Consistency: A Local Subspace Based Method for Distant Supervised Relation Extraction , The 52nd Annual Meeting of the Association for Computational Linguistics, 2014, 第 1 作者（27） A Feature-Enriched Tree Kernel for Relation Extraction, The 52nd Annual Meeting of the Association for Computational Linguistics , 2014, 第 2 作者（28） A Probabilistic Co-Bootstrapping Method for Entity Set Expansion, the 25th International Conference on Computational Linguistics, 2014, 第 3 作者（29） An Entity-Topic Model for Entity Linking, Conference on Empirical Methods in Natural Language Processing and Natural Language Learning, 2012, 第 1 作者（30）基于维基百科和模式聚类的实体关系抽取方法, 中文信息学报, 2012, 第 3 作者（31） Collective Entity Linking in Web Text: A Graph-Based Method, The 34th Annual ACM SIGIR Conference, 2011, 第 1 作者（32） A Generative Entity-Mention Model for Linking Entities with Knowledge Base, The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011, 第 1 作者（33） Structural Semantic Relatedness: A Knowledge-Based Method to Named Entity Disambiguation, The 48th Annual Meeting of the Association for Computational Linguistics , 2010, 第 1 作者（34） Topic-Driven Web Search Result Organization by Leveraging Wikipedia Semantic Knowledge, The 19th ACM Conference on Information and Knowledge Management, 2010, 第 1 作者（35） Named Entity Disambiguation by Leveraging Wikipedia Semantic Knowledge, The 18th ACM Conference on Information and Knowledge Management, 2009, 第 1 作者（36）基于 Wikipedia 的语义元数据生成, 中文信息学报, 2009, 第 1 作者（37） Web Personal Name Disambiguation Based on Reference Entity Tables Mined from the Web, Proceedings of ACM CIKM 2009 Workshop on Web Information and Data Management, 2009, 第 1 作者（38）基于布局特征与语言特征的网页主要内容块发现, 中文信息学报, 2008, 第 1 作者

学术兼职

2017-09-01-今,中国中文信息学会语言与知识计算专业委员会, 副主任 2016-01-01-今,中国中文信息学会, 理事