Dataset.md

Dataset

Sentence-level EE

• ACE2005

  • Link

• KBP2017

  • Link

• MAVEN

  • Time: EMNLP2020
  • Paper: MAVEN: A Massive General Domain Event Detection Dataset
  • Link: https://github.com/THU-KEG/MAVEN-dataset

• FewED

  • Time: WSDM2020
  • Paper: Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection
  • Link: https://github.com/231sm/Low_Resource_KBP

• FMC

  • Time: IJCAI2020
  • Paper: F-HMTC: Detecting Financial Events for Investment Decisions Based on Neural Hierarchical Multi-Label Text Classification
  • Link: https://github.com/finint/F-HMTC

• CySecED

  • Time: EMNLP2020
  • Paper: Introducing a New Dataset for Event Detection in Cybersecurity Texts

• CASIE

  • Time: AAAI2020
  • Paper: CASIE: Extracting Cybersecurity Event Information from Text
  • Link: https://github.com/Ebiquity/CASIE

• Dealogue EE

  • Time: Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events, 2020
  • Paper: Automatic extraction of personal events from dialogue
  • Link: https://www.artie.com/data/personaleventsindialogue/

• Commodity News Corpus for Event Extraction

  • Time: 2021
  • Paper: An Annotated Commodity News Corpus for Event Extraction
  • Link: https://github.com/meisin/Commodity-News-Event-Extraction

• Few-shot Financial Chinese event extraction datase

  • Link: https://github.com/TimeBurningFish/FewFC

• DuEE

  • Time: NLPCC2020
  • Paper: DuEE: A Large-Scale Dataset for Chinese Event Extraction in Real-World Scenarios
  • Link: https://ai.baidu.com/broad/subordinate?dataset=duee

• Genia Event Extraction (GE)

  • Time: 2011
  • Link: http://bionlp-st.dbcls.jp/GE/2011/eval-test/

• TimeBank

  • Link: https://catalog.ldc.upenn.edu/LDC2006T08

• LitBank

  • Time: ACL2019
  • Paper: https://aclanthology.org/P19-1353/
  • Link: https://github.com/dbamman/litbank

Doc-level EE

• MUC4

  • Link

• DCFEE

  • Time: ACL2018
  • Paper: DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data
  • Link: https://github.com/yanghang111/DCFEE

• ChFinAnn

  • Time: EMNLP2019
  • Paper: Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction
  • Link: https://github.com/dolphin-zs/Doc2EDAG

• RAMS

  • Time: ACL2020
  • Paper: Multi-Sentence Argument Linking
  • Link: https://nlp.jhu.edu/rams/

• WIKIEVENTS

  • Time: NAACL2021
  • Paper: Document-Level Event Argument Extraction by Conditional Generation
  • Link: https://github.com/raspberryice/gen-arg

• DocEE

  • Time: NAACL2022
  • Paper: DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction
  • Authors: MeiHan Tong, Bin Xu, Shuai Wang, Meihuan Han, Yixin Cao, Jiangqi Zhu, Siyu Chen, Lei Hou, Juanzi Li

Others

• NAACL2021: WEC Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia

  • Authors: Alon Eirew, Arie Cattan, Ido Dagan
  • url: https://www.aclweb.org/anthology/2021.naacl-main.198/

• CIKM2021: VidLife: A Dataset for Life Event Extraction from Videos

  • Authors: VidLife: A Dataset for Life Event Extraction from Videos
  • url: https://dl.acm.org/doi/pdf/10.1145/3459637.3482022

• EMNLP2021: ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations

  • Authors: Rujun Han, I-Hung Hsu, Jiao Sun, Julia Baylon, Qiang Ning, Dan Roth, Nanyun Peng
  • url: https://aclanthology.org/2021.emnlp-main.597.pdf

• ACL2022-findings: LEVEN: A Large-Scale Chinese Legal Event Detection Dataset

  • Authors: Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun
  • url: https://aclanthology.org/2022.findings-acl.17/

• NAACL2022: MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection

  • Authors: Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

• NAACL2022: ScAN: Suicide Attempt and Ideation Events Dataset

  • Authors: Bhanu Pratap Singh Rawat, Samuel Kovaly, Wilfred R. Pigeon, Hong Yu
  • url: https://arxiv.org/abs/2205.07872