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The progress of event extraction research has been hindered by the absence of wide-coverage, large-scale datasets.
The Berkeley FrameNet project
Collin F. Baker, Charles J. Fillmore, and John B. Lowe. 1998 · 1998
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The proposition bank: An annotated corpus of semantic roles
Martha Palmer, Paul R. Kingsbury, and Daniel Gildea. 2005 · 2005
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Event extraction via dynamic multi-pooling convolutional neural networks
Yubo Chen, Liheng Xu, Kang Liu, Daojian Zeng, and Jun Zhao. 2015 · 2015
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From light to rich ERE: Annotation of entities, relations, and events
Zhiyi Song, Ann Bies, Stephanie Strassel, Tom Riese, Justin Mott, Joe Ellis, Jonathan Wright, Seth Kulick, Neville Ryant, and Xiaoyi Ma. 2015 · 2015
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Automatically labeled data generation for large scale event extraction
Yubo Chen, Shulin Liu, Xiang Zhang, Kang Liu, and Jun Zhao. 2017 · 2017
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Scale up event extraction learning via automatic training data generation
Ying Zeng, Yansong Feng, Rong Ma, Zheng Wang, Rui Yan, Chongde Shi, and Dongyan Zhao. 2017 · 2017
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Open-domain event detection using distant supervision
Jun Araki and Teruko Mitamura. 2018 · 2018
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DCFEE: A document-level Chinese financial event extraction system based on automatically labeled training data
Hang Yang, Yubo Chen, Kang Liu, Yang Xiao, and Jun Zhao. 2018 · 2018
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Adversarial training for weakly supervised event detection
Xiaozhi Wang, Xu Han, Zhiyuan Liu, Maosong Sun, and Peng Li. 2019 · 2019
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Exploring pre-trained language models for event extraction and generation
Sen Yang, Dawei Feng, Linbo Qiao, Zhigang Kan, and Dongsheng Li. 2019 · 2019
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Doc2EDAG: An end-to-end document-level framework for Chinese financial event extraction
Shun Zheng, Wei Cao, Wei Xu, and Jiang Bian. 2019 · 2019
Cited alongside, same era.
Meta-learning with dynamic-memory-based prototypical network for few-shot event detection
Shumin Deng, Ningyu Zhang, Jiaojian Kang, Yichi Zhang, Wei Zhang, and Huajun Chen. 2020 · 2020
Cited alongside, same era.
Multi-sentence argument linking
Seth Ebner, Patrick Xia, Ryan Culkin, Kyle Rawlins, and Benjamin Van Durme. 2020 · 2020
Cited alongside, same era.
Colbert: Efficient and effective passage search via contextualized late interaction over bert
O. Khattab and Matei A. Zaharia. 2020 · 2020
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MAVEN: A Massive General Domain Event Detection Dataset
Xiaozhi Wang, Ziqi Wang, Xu Han, Wangyi Jiang, Rong Han, Zhiyuan Liu, Juanzi Li, Peng Li, Yankai Lin, and Jie Zhou. 2020 · 2020
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Document-level event argument extraction by conditional generation
Sha Li, Heng Ji, and Jiawei Han. 2021 · 2021
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Zero-shot event extraction via transfer learning: Challenges and insights
Qing Lyu, Hongming Zhang, Elior Sulem, and Dan Roth. 2021 · 2021
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Universal proposition bank 2.0
Ishan Jindal, Alexandre Rademaker, Michał Ulewicz, Ha Linh, Huyen Nguyen, Khoi-Nguyen Tran, Huaiyu Zhu, and Yunyao Li. 2022 · 2022
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Training language models to follow instructions with human feedback
Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, John Schulman, Jacob Hilton, Fraser Kelton, Luke E. Miller, Maddie Simens, Amanda Askell, Peter Welinder, Paul Francis Christiano, Jan Leike, and Ryan J. Lowe. 2022 · 2022
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A joint neural model for information extraction with global features
Ying Lin, Heng Ji, Fei Huang, and Lingfei Wu. 2020 · 2020
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Temporally-informed analysis of named entity recognition
Shruti Rijhwani and Daniel Preotiuc-Pietro. 2020 · 2020
Cited alongside, same era.
Improving event detection via open-domain trigger knowledge
Meihan Tong, Bin Xu, Shuai Wang, Yixin Cao, Lei Hou, Juanzi Li, and Jun Xie. 2020 · 2020
Cited alongside, same era.
Later among the works it cites.
DocEE: A large-scale and fine-grained benchmark for document-level event extraction
MeiHan Tong, Bin Xu, Shuai Wang, Meihuan Han, Yixin Cao, Jiangqi Zhu, Siyu Chen, Lei Hou, and Juanzi Li. 2022 · 2022
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Efficient zero-shot event extraction with context-definition alignment
Hongming Zhang, Wenlin Yao, and Dong Yu. 2022 · 2022
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The DARPA Wikidata Overlay: Wikidata as an ontology for natural language processing
Elizabeth Spaulding, Kathryn Conger, Anatole Gershman, Rosario Uceda-Sosa, Susan Windisch Brown, James Pustejovsky, Peter Anick, and Martha Palmer. 2023 · 2023
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