Fetching the paper…
Reading the bibliography…
Event extraction is typically modeled as a multi-class classification problem where event types and argument roles are treated as atomic symbols.
Extending event detection to new types with learning from keywords
Viet Dac Lai and Thien Huu Nguyen. 2019 · 1910
Earlier work this paper cites.
Reading the manual: Event extraction as definition comprehension
Yunmo Chen, Tongfei Chen, Seth Ebner, Aaron Steven White, and Benjamin Van Durme. 2019 · 1912
Earlier work this paper cites.
Information extraction: Techniques and challenges
Ralph Grishman. 1997 · 1997
Earlier work this paper cites.
Muc-7 information extraction task definition
Nancy Chinchor and Elaine Marsh. 1998 · 1998
Earlier work this paper cites.
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
John Lafferty, Andrew McCallum, and Fernando CN Pereira. 2001 · 2001
Earlier work this paper cites.
English annotation guidelines for events
(LDC) Linguistic Data Consortium. 2005 · 2005
Earlier work this paper cites.
The stages of event extraction
David Ahn. 2006 · 2006
Earlier work this paper cites.
Graph transformer networks with syntactic and semantic structures for event argument extraction
Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, and Thien Huu Nguyen. 2020 · 2010
Earlier work this paper cites.
Using cross-entity inference to improve event extraction
Yu Hong, Jianfeng Zhang, Bin Ma, Jianmin Yao, Guodong Zhou, and Qiaoming Zhu. 2011 · 2011
Earlier work this paper cites.
Event extraction as dependency parsing
David McClosky, Mihai Surdeanu, and Christopher D Manning. 2011 · 2011
Earlier work this paper cites.
Joint event extraction via structured prediction with global features
Qi Li, Heng Ji, and Liang Huang. 2013 · 2013
Earlier work this paper cites.
Lexicon infused phrase embeddings for named entity resolution
Alexandre Passos, Vineet Kumar, and Andrew McCallum. 2014 · 2014
Earlier work this paper cites.
Seed-based event trigger labeling: How far can event descriptions get us?
Ofer Bronstein, Ido Dagan, Qi Li, Heng Ji, and Anette Frank. 2015 · 2015
Earlier work this paper cites.
Improving event detection with active learning
Kai Cao, Xiang Li, Miao Fan, and Ralph Grishman. 2015 · 2015
Earlier work this paper cites.
Event extraction via dynamic multi-pooling convolutional neural networks
Yubo Chen, Liheng Xu, Kang Liu, Daojian Zeng, and Jun Zhao. 2015 · 2015
Cited alongside, same era.
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
Cited alongside, same era.
A language-independent neural network for event detection
Xiaocheng Feng, Lifu Huang, Duyu Tang, Heng Ji, Bing Qin, and Ting Liu. 2016 · 2016
Cited alongside, same era.
Liberal event extraction and event schema induction
Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare Voss, Jiawei Han, and Avirup Sil. 2016 · 2016
Cited alongside, same era.
Joint event extraction via recurrent neural networks
Thien Huu Nguyen, Kyunghyun Cho, and Ralph Grishman. 2016 · 2016
Cited alongside, same era.
Modeling skip-grams for event detection with convolutional neural networks
Entity, relation, and event extraction with contextualized span representations
David Wadden, Ulme Wennberg, Yi Luan, and Hannaneh Hajishirzi. 2019 · 2019
Later among the works it cites.
Event extraction by answering (almost) natural questions
Xinya Du and Claire Cardie. 2020 · 2020
Later among the works it cites.
Semi-supervised new event type induction and event detection
Lifu Huang and Heng Ji. 2020 · 2020
Later among the works it cites.
Event detection: Gate diversity and syntactic importance scores for graph convolution neural networks
Viet Dac Lai, Tuan Ngo Nguyen, and Thien Huu Nguyen. 2020 · 2020
Later among the works it cites.
Event extraction as multi-turn question answering
Fayuan Li, Weihua Peng, Yuguang Chen, Quan Wang, Lu Pan, Yajuan Lyu, and Yong Zhu. 2020a · 2020
Later among the works it cites.
A joint neural model for information extraction with global features
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Thien Huu Nguyen and Ralph Grishman. 2016 · 2016
Cited alongside, same era.
Joint extraction of events and entities within a document context
Bishan Yang and Tom M. Mitchell. 2016 · 2016
Cited alongside, same era.
The rich event ontology
Susan Brown, Claire Bonial, Leo Obrst, and Martha Palmer. 2017 · 2017
Cited alongside, same era.
Improving event extraction via multimodal integration
Tongtao Zhang, Spencer Whitehead, Hanwang Zhang, Hongzhi Li, Joseph Ellis, Lifu Huang, Wei Liu, Heng Ji, and Shih-Fu Chang. 2017 · 2017
Cited alongside, same era.
Zero-shot transfer learning for event extraction
Lifu Huang, Heng Ji, Kyunghyun Cho, Ido Dagan, Sebastian Riedel, and Clare Voss. 2018 · 2018
Cited alongside, same era.
Jointly multiple events extraction via attention-based graph information aggregation
Xiao Liu, Zhunchen Luo, and Heyan Huang. 2018 · 2018
Cited alongside, same era.
Jointly extracting event triggers and arguments by dependency-bridge rnn and tensor-based argument interaction
Lei Sha, Feng Qian, Baobao Chang, and Zhifang Sui. 2018 · 2018
Cited alongside, same era.
Ying Lin, Heng Ji, Fei Huang, and Lingfei Wu. 2020 · 2020
Later among the works it cites.
Event extraction as machine reading comprehension
Jian Liu, Yubo Chen, Kang Liu, Wei Bi, and Xiaojiang Liu. 2020 · 2020
Later among the works it cites.
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
Later among the works it cites.
Text2Event: Controllable sequence-to-structure generation for end-to-end event extraction
Yaojie Lu, Hongyu Lin, Jin Xu, Xianpei Han, Jialong Tang, Annan Li, Le Sun, Meng Liao, and Shaoyi Chen. 2021 · 2021
Closest in time.
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights
Qing Lyu, Hongming Zhang, Elior Sulem, and Dan Roth. 2021 · 2021
Closest in time.
Minh Van Nguyen, Viet Dac Lai, and Thien Huu Nguyen. 2021 · 2021
Closest in time.
CLEVE: Contrastive Pre-training for Event Extraction
Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, and Jie Zhou. 2021 · 2021
Closest in time.
Zero-shot Label-aware Event Trigger and Argument Classification
Hongming Zhang, Haoyu Wang, and Dan Roth. 2021 · 2021
Closest in time.