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Extracting the reported events from text is one of the key research themes in natural language processing.
Roberta: A robustly optimized bert pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019b · 1907
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DEGREE: A data-efficient generation-based event extraction model
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, and Nanyun Peng. 2022 · 1908
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Event detection for suicide understanding
Luis Guzman-Nateras, Viet Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, and Thien Nguyen. 2022 · 1961
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Cross-lingual structure transfer for zero-resource event extraction
Di Lu, Ananya Subburathinam, Heng Ji, Jonathan May, Shih-Fu Chang, Avi Sil, and Clare Voss. 2020 · 1981
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Wordnet: a lexical database for english
George A Miller. 1995 · 1995
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Message understanding conference-6: A brief history
Ralph Grishman and Beth M Sundheim. 1996 · 1996
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Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
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The berkeley framenet project
Collin F Baker, Charles J Fillmore, and John B Lowe. 1998 · 1998
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Gradient-based learning applied to document recognition
Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner. 1998 · 1998
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The genia corpus: An annotated research abstract corpus in molecular biology domain
Tomoko Ohta, Yuka Tateisi, Jin-Dong Kim, Hideki Mima, and Junichi Tsujii. 2002 · 2002
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A neural probabilistic language model
Yoshua Bengio, Réjean Ducharme, Pascal Vincent, and Christian Jauvin. 2003 · 2003
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The timebank corpus
James Pustejovsky, Patrick Hanks, Roser Sauri, Andrew See, Robert Gaizauskas, Andrea Setzer, Dragomir Radev, Beth Sundheim, David Day, Lisa Ferro, et al. 2003 · 2003
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ACE (Automatic Content Extraction) English Annotation Guidelines for Events
LDC. 2005 · 2005
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The stages of event extraction
David Ahn. 2006 · 2006
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Freebase: a collaboratively created graph database for structuring human knowledge
Kurt Bollacker, Colin Evans, Praveen Paritosh, Tim Sturge, and Jamie Taylor. 2008 · 2008
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Refining event extraction through cross-document inference
Heng Ji and Ralph Grishman. 2008 · 2008
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Can one language bootstrap the other: A case study on event extraction
Zheng Chen and Heng Ji. 2009 · 2009
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Overview of BioNLP’09 shared task on event extraction
Jin-Dong Kim, Tomoko Ohta, Sampo Pyysalo, Yoshinobu Kano, and Jun’ichi Tsujii. 2009 · 2009
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Distant supervision for relation extraction without labeled data
Mike Mintz, Steven Bills, Rion Snow, and Daniel Jurafsky. 2009 · 2009
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A unified model of phrasal and sentential evidence for information extraction
Siddharth Patwardhan and Ellen Riloff. 2009 · 2009
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Using document level cross-event inference to improve event extraction
Shasha Liao and Ralph Grishman. 2010 · 2010
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SemEval-2010 task 13: TempEval-2
Marc Verhagen, Roser Saurí, Tommaso Caselli, and James Pustejovsky. 2010 · 2010
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Research on typical event extraction method in the field of music
Xiao Ding, Fan Song, Bing Qin, and Ting LIU. 2011 · 2011
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Using cross-entity inference to improve event extraction
Yu Hong, Jianfeng Zhang, Bin Ma, Jianmin Yao, Guodong Zhou, and Qiaoming Zhu. 2011 · 2011
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Exploiting background information networks to enhance bilingual event extraction through topic modeling
Hao Li, Heng Ji, Hongbo Deng, and Jiawei Han. 2011 · 2011
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Acquiring topic features to improve event extraction: in pre-selected and balanced collections
Shasha Liao and Ralph Grishman. 2011 · 2011
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Event extraction as dependency parsing
David McClosky, Mihai Surdeanu, and Christopher Manning. 2011 · 2011
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Exploring the usefulness of cross-lingual information fusion for refining real-time news event extraction: A preliminary study
Jakub Piskorski, Jenya Belayeva, and Martin Atkinson. 2011 · 2011
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Joint entity and event coreference resolution across documents
Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, and Dan Jurafsky. 2012 · 2012
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Automatic event extraction with structured preference modeling
Wei Lu and Dan Roth. 2012 · 2012
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Joint event extraction via structured prediction with global features
Qi Li, Heng Ji, and Liang Huang. 2013 · 2013
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Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013
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SemEval-2013 task 1: TempEval-3: Evaluating time expressions, events, and temporal relations
Naushad UzZaman, Hector Llorens, Leon Derczynski, James Allen, Marc Verhagen, and James Pustejovsky. 2013 · 2013
Earlier work this paper cites.
On the properties of neural machine translation: Encoder–decoder approaches
Kyunghyun Cho, Bart van Merriënboer, Dzmitry Bahdanau, and Yoshua Bengio. 2014 · 2014
Earlier work this paper cites.
HiEve: A corpus for extracting event hierarchies from news stories
Goran Glavaš, Jan Šnajder, Marie-Francine Moens, and Parisa Kordjamshidi. 2014 · 2014
Earlier work this paper cites.
A convolutional neural network for modelling sentences
Nal Kalchbrenner, Edward Grefenstette, and Phil Blunsom. 2014 · 2014
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GloVe: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Relieving the computational bottleneck: Joint inference for event extraction with high-dimensional features
Deepak Venugopal, Chen Chen, Vibhav Gogate, and Vincent Ng. 2014 · 2014
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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
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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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Overview of linguistic resources for the tac kbp 2015 evaluations: Methodologies and results
Joe Ellis, Jeremy Getman, Dana Fore, Neil Kuster, Zhiyi Song, Ann Bies, and Stephanie M Strassel. 2015 · 2015
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Event extraction from biomedical text using crf and genetic algorithm
Amit Majumder and Asif Ekbal. 2015 · 2015
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Overview of tac kbp 2015 event nugget track
Teruko Mitamura, Zhengzhong Liu, and Eduard Hovy. 2015 · 2015
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Event detection and domain adaptation with convolutional neural networks
Thien Huu Nguyen and Ralph Grishman. 2015 · 2015
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Event extraction via bidirectional long short-term memory tensor neural networks
Yubo Chen, Shulin Liu, Shizhu He, Kang Liu, and Jun Zhao. 2016 · 2016
Earlier work this paper cites.
Event nugget detection with forward-backward recurrent neural networks
Reza Ghaeini, Xiaoli Fern, Liang Huang, and Prasad Tadepalli. 2016 · 2016
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Leveraging multilingual training for limited resource event extraction
Andrew Hsi, Yiming Yang, Jaime Carbonell, and Ruochen Xu. 2016 · 2016
Earlier work this paper cites.
Liberal event extraction and event schema induction
Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R. Voss, Jiawei Han, and Avirup Sil. 2016 · 2016
Earlier work this paper cites.
Overview of tac-kbp2016 tri-lingual edl and its impact on end-to-end cold-start kbp
Heng Ji, Joel Nothman, H Trang Dang, and Sydney Informatics Hub. 2016 · 2016
Cited alongside, same era.
Learning event expressions via bilingual structure projection
Fangyuan Li, Ruihong Huang, Deyi Xiong, and Min Zhang. 2016 · 2016
Cited alongside, same era.
Leveraging FrameNet to improve automatic event detection
Shulin Liu, Yubo Chen, Shizhu He, Kang Liu, and Jun Zhao. 2016 · 2016
Cited alongside, same era.
Joint event extraction via recurrent neural networks
Thien Huu Nguyen, Kyunghyun Cho, and Ralph Grishman. 2016a · 2016
Cited alongside, same era.
Joint learning of local and global features for entity linking via neural networks
Thien Huu Nguyen, Nicolas Fauceglia, Mariano Rodriguez Muro, Oktie Hassanzadeh, Alfio Massimiliano Gliozzo, and Mohammad Sadoghi. 2016b · 2016
Cited alongside, same era.
Universal Dependencies v1: A multilingual treebank collection
Novel event detection and classification for historical texts
Rachele Sprugnoli and Sara Tonelli. 2019 · 2019
Later among the works it cites.
Cross-lingual structure transfer for relation and event extraction
Ananya Subburathinam, Di Lu, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, and Clare Voss. 2019 · 2019
Later among the works it cites.
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 detection with multi-order graph convolution and aggregated attention
Haoran Yan, Xiaolong Jin, Xiangbin Meng, Jiafeng Guo, and Xueqi Cheng. 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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Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Yoav Goldberg, Jan Hajič, Christopher D. Manning, Ryan McDonald, Slav Petrov, Sampo Pyysalo, Natalia Silveira, Reut Tsarfaty, and Daniel Zeman. 2016 · 2016
Cited alongside, same era.
Event detection and co-reference with minimal supervision
Haoruo Peng, Yangqiu Song, and Dan Roth. 2016 · 2016
Cited alongside, same era.
Joint event extraction based on skip-window convolutional neural networks
Zhengkuan Zhang, Weiran Xu, and Qianqian Chen. 2016 · 2016
Cited alongside, same era.
The event StoryLine corpus: A new benchmark for causal and temporal relation extraction
Tommaso Caselli and Piek Vossen. 2017 · 2017
Cited alongside, same era.
Automatically labeled data generation for large scale event extraction
Yubo Chen, Shulin Liu, Xiang Zhang, Kang Liu, and Jun Zhao. 2017 · 2017
Cited alongside, same era.
Exploiting document level information to improve event detection via recurrent neural networks
Shaoyang Duan, Ruifang He, and Wenli Zhao. 2017 · 2017
Cited alongside, same era.
Categorical reparameterization with gumbel-softmax
Eric Jang, Shixiang Gu, and Ben Poole. 2017 · 2017
Cited alongside, same era.
Shun Zheng, Wei Cao, Wei Xu, and Jiang Bian. 2019 · 2019
Later among the works it cites.
An annotated dataset of coreference in English literature
David Bamman, Olivia Lewke, and Anya Mansoor. 2020 · 2020
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Unsupervised cross-lingual representation learning at scale
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, and Veselin Stoyanov. 2020 · 2020
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Edge-enhanced graph convolution networks for event detection with syntactic relation
Shiyao Cui, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Xuebin Wang, and Jinqiao Shi. 2020 · 2020
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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
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Document-level event role filler extraction using multi-granularity contextualized encoding
Xinya Du and Claire Cardie. 2020 · 2020
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Biomedical event extraction with hierarchical knowledge graphs
Kung-Hsiang Huang, Mu Yang, and Nanyun Peng. 2020a · 2020
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Event detection: Gate diversity and syntactic importance scores for graph convolution neural networks
Viet Dac Lai, Tuan Ngo Nguyen, and Thien Huu Nguyen. 2020b · 2020
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BART: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, and Luke Zettlemoyer. 2020 · 2020
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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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Event extraction as machine reading comprehension
Jian Liu, Yubo Chen, Kang Liu, Wei Bi, and Xiaojiang Liu. 2020a · 2020
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Introducing a new dataset for event detection in cybersecurity texts
Hieu Man Duc Trong, Duc Trong Le, Amir Pouran Ben Veyseh, Thuat Nguyen, and Thien Huu Nguyen. 2020 · 2020
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Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. 2020 · 2020
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Casie: Extracting cybersecurity event information from text
Taneeya Satyapanich, Francis Ferraro, and Tim Finin. 2020 · 2020
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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
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Introducing a new dataset for event detection in cybersecurity texts
Hieu Man Duc Trong, Duc Trong Le, Amir Pouran Ben Veyseh, Thuat Nguyen, and Thien Huu Nguyen. 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. 2020b · 2020
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Honey or poison? solving the trigger curse in few-shot event detection via causal intervention
Jiawei Chen, Hongyu Lin, Xianpei Han, and Le Sun. 2021 · 2021
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mT6: Multilingual pretrained text-to-text transformer with translation pairs
Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, and Furu Wei. 2021 · 2021
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Few-Shot Event Detection with Prototypical Amortized Conditional Random Field
Xin Cong, Shiyao Cui, Bowen Yu, Tingwen Liu, Wang Yubin, and Bin Wang. 2021 · 2021
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GTN-ED: Event detection using graph transformer networks
Sanghamitra Dutta, Liang Ma, Tanay Kumar Saha, Di Liu, Joel Tetreault, and Alejandro Jaimes. 2021 · 2021
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Document-level event extraction with efficient end-to-end learning of cross-event dependencies
Kung-Hsiang Huang and Nanyun Peng. 2021 · 2021
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Exploring sentence community for document-level event extraction
Yusheng Huang and Weijia Jia. 2021 · 2021
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Learning prototype representations across few-shot tasks for event detection
Viet Lai, Franck Dernoncourt, and Thien Huu Nguyen. 2021a · 2021
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Event extraction from historical texts: A new dataset for black rebellions
Viet Dac Lai, Minh Van Nguyen, Heidi Kaufman, and Thien Huu Nguyen. 2021b · 2021
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Fine-grained event trigger detection
Duong Le and Thien Huu Nguyen. 2021 · 2021
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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
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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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Cross-task instance representation interactions and label dependencies for joint information extraction with graph convolutional networks
Minh Van Nguyen, Viet Dac Lai, and Thien Huu Nguyen. 2021 · 2021
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Improving cross-lingual transfer for event argument extraction with language-universal sentence structures
Minh Van Nguyen and Thien Huu Nguyen. 2021 · 2021
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Learning cross-lingual representations for event coreference resolution with multi-view alignment and optimal transport
Duy Phung, Hieu Minh Tran, Minh Van Nguyen, and Thien Huu Nguyen. 2021 · 2021
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Modeling document-level context for event detection via important context selection
Amir Pouran Ben Veyseh, Minh Van Nguyen, Nghia Ngo Trung, Bonan Min, and Thien Huu Nguyen. 2021b · 2021
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Adaptive knowledge-enhanced Bayesian meta-learning for few-shot event detection
Shirong Shen, Tongtong Wu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari, and Sheng Bi. 2021 · 2021
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Document-level event extraction via heterogeneous graph-based interaction model with a tracker
Runxin Xu, Tianyu Liu, Lei Li, and Baobao Chang. 2021 · 2021
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mT5: A massively multilingual pre-trained text-to-text transformer
Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, and Colin Raffel. 2021 · 2021
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Zero-shot Label-aware Event Trigger and Argument Classification
Hongming Zhang, Haoyu Wang, and Dan Roth. 2021 · 2021
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Abstract Meaning Representation guided graph encoding and decoding for joint information extraction
Zixuan Zhang and Heng Ji. 2021 · 2021
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Clip-event: Connecting text and images with event structures
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, and Shih-Fu Chang. 2022 · 2022
Closest in time.
Joint extraction of entities, relations, and events via modeling inter-instance and inter-label dependencies
Minh Van Nguyen, Bonan Min, Franck Dernoncourt, and Thien Nguyen. 2022 · 2022
Closest in time.
MINION: a large-scale and diverse dataset for multilingual event detection
Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, and Thien Nguyen. 2022 · 2022
Closest in time.
Joint event trigger identification and event coreference resolution with structured perceptron
Jun Araki and Teruko Mitamura. 2015 · 2080
Closest in time.
Translation-based implicit annotation projection for zero-shot cross-lingual event argument extraction
Chenwei Lou, Jun Gao, Changlong Yu, Wei Wang, Huan Zhao, Weiwei Tu, and Ruifeng Xu. 2022 · 2081
Closest in time.