Based on BaptisteBlouin, I review papers about Deep Learning based Event Extraction, and annotate keywords and Abbreviation of Models. Besides, I categorized the papers as Chinese Event Extraction, Open-domain Event Extraction, Event Data Generation, Cross-lingual Event Extraction, Few-Shot Event Extraction and Zero-Shot Event Extraction.
Omissions and mistakes may exist in the review. Welcome to exchange and opinions!
以BaptisteBlouin 的整理为参考，笔者结合平时自己在研究中的归纳，着重整理了自2015年以来基于深度学习方法的事件抽取与检测论文，并指出了每篇论文的模型简称及核心关键词等；同时又对中文事件抽取、开放域事件抽取、事件数据生成、跨语言事件抽取、小样本事件抽取、零样本事件抽取等类型的任务进行了单独分类的标注。
整理之中或存在疏漏与错误，欢迎大家交流与补充！
github地址：https://github.com/carrie0307/DL_EventExtractionPapers