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Extracting event time from news articles is a challenging but attractive task.
Maintaining knowledge about temporal intervals
James F Allen. 1990 · 1990
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Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
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Temporal information in newswire articles: an annotation scheme and corpus study
Andrea Setzer. 2002 · 2002
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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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The tempeval challenge: identifying temporal relations in text
Marc Verhagen, Robert Gaizauskas, Frank Schilder, Mark Hepple, Jessica Moszkowicz, and James Pustejovsky. 2009 · 2009
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A language modeling approach for temporal information needs
Klaus Berberich, Srikanta Bedathur, Omar Alonso, and Gerhard Weikum. 2010 · 2010
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Semeval-2010 task 13: Tempeval-2
Marc Verhagen, Roser Sauri, Tommaso Caselli, and James Pustejovsky. 2010 · 2010
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Tempeval-3: Evaluating events, time expressions, and temporal relations
Naushad UzZaman, Hector Llorens, James Allen, Leon Derczynski, Marc Verhagen, and James Pustejovsky. 2012 · 2012
Cited alongside, same era.
An annotation framework for dense event ordering
Taylor Cassidy, Bill McDowell, Nathanael Chambers, and Steven Bethard. 2014 · 2014
Cited alongside, same era.
Dense event ordering with a multi-pass architecture
Nathanael Chambers, Taylor Cassidy, Bill McDowell, and Steven Bethard. 2014 · 2014
Cited alongside, same era.
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
Cited alongside, same era.
Relation classification via convolutional deep neural network
Daojian Zeng, Kang Liu, Siwei Lai, Guangyou Zhou, and Jun Zhao. 2014 · 2014
Cited alongside, same era.
Semeval-2015 task 4: Timeline: Cross-document event ordering
Anne-Lyse Minard, Manuela Speranza, Eneko Agirre, Itziar Aldabe, Marieke van Erp, Bernardo Magnini, German Rigau, and Ruben Urizar. 2015 · 2015
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Temporal anchoring of events for the timebank corpus
Nils Reimers, Nazanin Dehghani, and Iryna Gurevych. 2016 · 2016
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Attention-based bidirectional long short-term memory networks for relation classification
Peng Zhou, Wei Shi, Jun Tian, Zhenyu Qi, Bingchen Li, Hongwei Hao, and Bo Xu. 2016 · 2016
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Classifying temporal relations by bidirectional lstm over dependency paths
Fei Cheng and Yusuke Miyao. 2017 · 2017
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Temporal information extraction for question answering using syntactic dependencies in an lstm-based architecture
Yuanliang Meng, Anna Rumshisky, and Alexey Romanov. 2017 · 2017
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Hector Llorens, Nathanael Chambers, Naushad UzZaman, Nasrin Mostafazadeh, James Allen, and James Pustejovsky. 2015 · 2015
Cited alongside, same era.
Effective approaches to attention-based neural machine translation
Thang Luong, Hieu Pham, and Christopher D. Manning. 2015 · 2015
Cited alongside, same era.
Inducing temporal relations from time anchor annotation
Fei Cheng and Yusuke Miyao. 2018 · 2018
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Event time extraction with a decision tree of neural classifiers
Nils Reimers, Nazanin Dehghani, and Iryna Gurevych. 2018 · 2018
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