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Event Extraction

Papers (Survey)

  • paper: Hogenboom, F. , Frasincar F. , Kaymak, U. , & Jong F. . (2011). An Overview of Event Extraction from Text.
  • blog(part a), blog(part b): [知识工厂] 综述|事件抽取及推理
  • video(part a), video(part b): 刘康：开放域环境下文本事件抽取
  • blog: 赛尔笔记 | 事件表示学习简述 by 哈工大SCIR·廖阔

Papers (2017-Now)

  • paper/code: Ding, X. , Liao, K. , Liu, T. , Li, Z. , Duan, J. . (2019). Event Representation Learning Enhanced with External Commonsense Knowledge. EMNLP.
  • paper/code: Hamborg, F. , Breitinger, C. , Gipp, B. . (2019). Giveme5W1H: A Universal System for Extracting Main Events from News Articles.
  • paper: Zheng, S. , Cao, W. , Xu, W. , & Bian, J. . (2019). Doc2edag: an end-to-end document-level framework for chinese financial event extraction.
  • paper/code: Wadden, D. , Wennberg, U. , Luan, Y. , Hajishirzi, H. . (2019). Entity, Relation, and Event Extraction with Contextualized Span Representations.
  • paper: Nguyen, T. M. , & Nguyen, T. H. . (2018). One for all: neural joint modeling of entities and events.
  • paper/code: Liu, X., Luo, Z., & Huang, H. (2018). Jointly multiple events extraction via attention-based graph information aggregation. EMNLP 2018.
  • paper: Ferguson, J. , Lockard, C. , Weld, D. S. , & Hajishirzi, H. . (2018). Semi-supervised event extraction with paraphrase clusters.
  • paper: Choubey, P. K. , Raju, K. , & Huang, R. . (2018). Identifying the Most Dominant Event in a News Article by Mining Event Coreference Relations.
  • paper: Huang, L. , Ji, H. , Cho, K. , & Voss, C. R. . (2017). Zero-shot transfer learning for event extraction.
  • paper/backup: Li, P. F. , Zhou, G. D. . (2017). Three-Layer Joint Modeling of Chinese Trigger Extraction with Constraints on Trigger and Argument Semantics. Journal of Computer Science and Technology, Volume 32, Issue 5, Pages 1044–1056.
  • paper: Kuila, A. , Sudeshna S. . (2017). An Event Extraction System via Neural Networks.

Papers (2000-2016)

  • paper: Yang, B. , & Mitchell, T. . (2016). Joint extraction of events and entities within a document context.
  • paper: Kalita, J. . (2016). Detecting and extracting events from text documents. Microbial Ecology, 58(3), 498-508.
  • paper/backup: Lin, C. Y. , Xue, N. , Zhao, D. , Huang, X. , & Feng, Y. . (2016). A convolution bilstm neural network model for chinese event extraction. 10.1007/978-3-319-50496-4(Chapter 23), 275-287.
  • paper: Boschee, E , Natarajan, P , & Weischedel, R. . (2013). Automatic Extraction of Events from Open Source Text for Predictive Forecasting.
  • paper: Van Hage, W. R. , Malaisé, Véronique, Segers, R. H. , Hollink, L. , & Schreiber, G. . (2011). Design and use of the simple event model (sem). Social Science Electronic Publishing, 9(2), 128-136.
  • paper: Zheng, C., & Ji, H. (2009). Can one language bootstrap the other: a case study on event extraction.
  • paper: Ahn, D. (2006). The stages of event extraction. Workshop on Annotating & Reasoning About Time & Events.

Papers (in Chinese)

  • paper: 周建设, 吕学强, 董志安, & 李江龙. (2017). 一种金融领域的事件句抽取方法. 计算机应用研究.
  • paper: 李培峰, 周国栋, & 朱巧明. (2016). 基于语义的中文事件触发词抽取联合模型. 软件学报, 27(2), 280-294.
  • paper: 丁效. (2011). 句子级中文事件抽取关键技术研究. (Doctoral dissertation, 哈尔滨工业大学).
  • paper: 孟雷, 丁效, 秦兵, & 刘挺. (2011). 基于依存句法和短语结构句法结合的金融领域事件元素抽取. 中国计算语言学研究前沿进展（2009-2011）.
  • paper: 许红磊, 陈锦秀, 周昌乐, 林如琦, & 杨肖方. (2010). 自动识别事件类别的中文事件抽取技术研究. 心智与计算(1).
  • paper: 谭红叶. (2008). 中文事件抽取关键技术研究. (Doctoral dissertation, 哈尔滨工业大学).
  • paper: 赵妍妍, 秦兵, 车万翔, & 刘挺. (2007). 中文事件抽取技术研究. 第三届全国信息检索与内容安全学术会议论文集.
  • paper: 相卫华. (2005). 中文信息抽取（IE）中事件模板建立的研究. (Doctoral dissertation).
  • paper: 姜吉发. (2004). 自由文本的信息抽取模式获取的研究. (Doctoral dissertation, 中国科学院研究生院（计算技术研究所）).

Blogs

Approaches

Event-Extraction

Event Extraction papers

DL_EventExtractionPapers

pathlm_schema

ace2005-preprocessing