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Automatic extraction of temporal information in text is an important component of natural language understanding.
The use of classifiers in sequential inference
Vasin Punyakanok and Dan Roth. 2001 · 2001
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SemEval-2007 Task 15: TempEval temporal relation identification
Marc Verhagen, Robert Gaizauskas, Frank Schilder, Mark Hepple, Graham Katz, and James Pustejovsky. 2007 · 2007
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HeidelTime: High quality rule-based extraction and normalization of temporal expressions
Jannik Strötgen and Michael Gertz. 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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Parsing time: Learning to interpret time expressions
Gabor Angeli, Christopher D. Manning, and Daniel Jurafsky. 2012 · 2012
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SUTIME: A library for recognizing and normalizing time expressions
Angel X. Chang and Christopher D. Manning. 2012 · 2012
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Joint inference for event timeline construction
Quang Do, Wei Lu, and Dan Roth. 2012 · 2012
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A robust shallow temporal reasoning system
Ran Zhao, Quang Do, and Dan Roth. 2012 · 2012
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ClearTK-TimeML: A minimalist approach to TempEval 2013
Steven Bethard. 2013 · 2013
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Extraction of events and temporal expressions from clinical narratives
Prateek Jindal and Dan Roth. 2013 · 2013
Cited alongside, same era.
SemEval-2013 Task 1: TEMPEVAL-3: Evaluating time expressions, events, and temporal relations
Naushad UzZaman, Hector Llorens, James Allen, Leon Derczynski, Marc Verhagen, and James Pustejovsky. 2013 · 2013
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.
Context-dependent semantic parsing for time expressions
Kenton Lee, Yoav Artzi, Jesse Dodge, and Luke Zettlemoyer. 2014 · 2014
Gurobi optimizer reference manual
Inc. Gurobi Optimization. 2015 · 2015
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SemEval-2015 Task 5: QA TempEval - evaluating temporal information understanding with question answering
Hector Llorens, Nathanael Chambers, Naushad UzZaman, Nasrin Mostafazadeh, James Allen, and James Pustejovsky. 2015 · 2015
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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, Ruben Urizar, and Fondazione Bruno Kessler. 2015 · 2015
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Event detection and co-reference with minimal supervision
Haoruo Peng, Yangqiu Song, and Dan Roth. 2016 · 2016
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A structured learning approach to temporal relation extraction
Qiang Ning, Zhili Feng, and Dan Roth. 2017 · 2017
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CogCompNLP: Your swiss army knife for NLP
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Cited alongside, same era.
SemEval-2015 Task 6: Clinical TempEval
Steven Bethard, Leon Derczynski, Guergana Savova, James Pustejovsky, and Marc Verhagen. 2015 · 2015
Cited alongside, same era.
Joint reasoning for temporal and causal relations
Qiang Ning, Zhili Feng, Hao Wu, and Dan Roth. 2018a
Cited in the paper.
Improving temporal relation extraction with a globally acquired statistical resource
Qiang Ning, Hao Wu, Haoruo Peng, and Dan Roth. 2018b
Cited in the paper.
A multi-axis annotation scheme for event temporal relations
Qiang Ning, Hao Wu, and Dan Roth. 2018c
Cited in the paper.
Daniel Khashabi, Mark Sammons, Ben Zhou, Tom Redman, Christos Christodoulopoulos, and Vivek Srikumar et al. 2018 · 2018
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