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Cross-document event coreference resolution (CDCR) is an NLP task in which mentions of events need to be identified and clustered throughout a collection of documents.
Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
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A Model-Theoretic Coreference Scoring Scheme
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Entity-Based Cross-Document Coreferencing Using the Vector Space Model
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Artstein, Ron and Massimo Poesio. 2008 · 2008
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Unsupervised Event Coreference Resolution with Rich Linguistic Features
Bejan, Cosmin and Sanda Harabagiu. 2010 · 2010
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Shannaq, Boumedyen and Victor V. Alexandrov. 2010 · 2010
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Pedregosa, F., G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and E. Duchesnay. 2011 · 2011
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Chang, Angel X. and Christopher Manning. 2012 · 2012
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Joint Entity and Event Coreference Resolution across Documents
Lee, Heeyoung, Marta Recasens, Angel Chang, Mihai Surdeanu, and Dan Jurafsky. 2012 · 2012
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Events are Not Simple: Identity, Non-Identity, and Quasi-Identity
Hovy, Eduard, Teruko Mitamura, Felisa Verdejo, Jun Araki, and Andrew Philpot. 2013 · 2013
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Large-Scale Event Extraction from Literature with Multi-Level Gene Normalization
Van Landeghem, Sofie, Jari Björne, Chih-Hsuan Wei, Kai Hakala, Sampo Pyysalo, Sophia Ananiadou, Hung-Yu Kao, Zhiyong Lu, Tapio Salakoski, Yves Van de Peer, and Filip Ginter. 2013 · 2013
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Unsupervised Event Coreference Resolution
Bejan, Cosmin Adrian and Sanda Harabagiu. 2014 · 2014
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Guidelines for ECB+ Annotation of Events and their Coreference
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Manning, Christopher D., Mihai Surdeanu, John Bauer, Jenny Finkel, Steven J. Bethard, and David McClosky. 2014 · 2014
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Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation
Pradhan, Sameer, Xiaoqiang Luo, Marta Recasens, Eduard Hovy, Vincent Ng, and Michael Strube. 2014 · 2014
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Cross-narrative Temporal Ordering of Medical Events
Raghavan, Preethi, Eric Fosler-Lussier, Noémie Elhadad, and Albert M. Lai. 2014 · 2014
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“Bag of Events” Approach to Event Coreference Resolution. Supervised Classification of Event Templates
Cybulska, Agata and Piek Vossen. 2015 · 2015
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A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution
Event Coreference Resolution: A Survey of Two Decades of Research
Lu, Jing and Vincent Ng. 2018 · 2018
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Mirza, Paramita, Fariz Darari, and Rahmad Mahendra. 2018 · 2018
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SemEval-2018 Task 5: Counting Events and Participants in the Long Tail
Postma, Marten, Filip Ilievski, and Piek Vossen. 2018 · 2018
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NewsReader at SemEval-2018 Task 5: Counting events by reasoning over event-centric-knowledge-graphs
Vossen, Piek. 2018 · 2018
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Don’t Annotate, but Validate: a Data-to-Text Method for Capturing Event Data
Vossen, Piek, Filip Ilievski, Marten Postma, and Roxane Segers. 2018 · 2018
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Optuna: A Next-Generation Hyperparameter Optimization Framework
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Yang, Bishan, Claire Cardie, and Peter Frazier. 2015 · 2015
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XGBoost: A Scalable Tree Boosting System
Chen, Tianqi and Carlos Guestrin. 2016 · 2016
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Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware Metric
Moosavi, Nafise Sadat and Michael Strube. 2016 · 2016
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Revisiting the Evaluation for Cross Document Event Coreference
Upadhyay, Shyam, Nitish Gupta, Christos Christodoulopoulos, and Dan Roth. 2016 · 2016
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Identity and Granularity of Events in Text
Vossen, Piek and Agata Cybulska. 2016 · 2016
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Enriching Word Vectors with Subword Information
Bojanowski, Piotr, Edouard Grave, Armand Joulin, and Tomas Mikolov. 2017 · 2017
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Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events
Choubey, Prafulla Kumar and Ruihong Huang. 2017 · 2017
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Akiba, Takuya, Shotaro Sano, Toshihiko Yanase, Takeru Ohta, and Masanori Koyama. 2019 · 2019
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Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
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Simple BERT Models for Relation Extraction and Semantic Role Labeling
Shi, Peng and Jimmy Lin. 2019 · 2019
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MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension
Talmor, Alon and Jonathan Berant. 2019 · 2019
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Cross-document coreference: An approach to capturing coreference without context
Wright-Bettner, Kristin, Martha Palmer, Guergana Savova, Piet de Groen, and Timothy Miller. 2019 · 2019
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Breaking the Subtopic Barrier in Cross-Document Event Coreference Resolution
Bugert, Michael, Nils Reimers, Shany Barhom, Ido Dagan, and Iryna Gurevych. 2020 · 2020
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New Insights into Cross-Document Event Coreference: Systematic Comparison and a Simplified Approach
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