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We present a novel semantic framework for modeling linguistic expressions of generalization---generic, habitual, and episodic statements---as combinations of simple, real-valued referential properties of predicates and their arguments.
Fine-Grained Temporal Relation Extraction
Siddharth Vashishtha, Benjamin Van Durme, and Aaron Steven White. 2019 · 1902
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Verbs and Times
Zeno Vendler. 1957 · 1957
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Programs with Common Sense
John McCarthy. 1960 · 1960
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A Framework for Representing Knowledge
Marvin Minsky. 1974 · 1974
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Scripts, Plans, and Knowledge
Roger C. Schank and Robert P. Abelson. 1975 · 1975
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Reference to Kinds in English
Greg N Carlson. 1977 · 1977
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Circumscription—A Form of Nonmonotonic Reasoning
John McCarthy. 1980 · 1980
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Applications of Circumscription to Formalizing Common Sense Knowledge
John McCarthy. 1986 · 1986
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Commonsense Metaphysics and Lexical Semantics
Jerry R. Hobbs, William Croft, Todd Davies, Douglas Edwards, and Kenneth Laws. 1987 · 1987
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Nonmonotonic Reasoning
Raymond Reiter. 1987 · 1987
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Thematic Proto-Roles and Argument Selection
David Dowty. 1991 · 1991
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The Generic Book
Gregory N. Carlson and Francis Jeffry Pelletier. 1995 · 1995
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The Berkeley FrameNet Project
Collin F. Baker, Charles J. Fillmore, and John B. Lowe. 1998 · 1998
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WordNet: An Electronic Lexical Database
Christiane Fellbaum. 1998 · 1998
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Bonnie J Dorr. 2001 · 2001
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Categorical Data Analysis , volume 482
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Supersense Tagging of Unknown Nouns in WordNet
Massimiliano Ciaramita and Mark Johnson. 2003 · 2003
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ACE-2 Version 1.0 LDC2003T11
Alexis Mitchell, Stephanie Strassel, Mark Przybocki, JK Davis, George Doddington, Ralph Grishman, Adam Meyers, Ada Brunstein, Lisa Ferro, and Beth Sundheim. 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, and Marcia Lazo. 2003 · 2003
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The Automatic Content Extraction (ACE) Program - Tasks, Data, and Evaluation
George R. Doddington, Alexis Mitchell, Mark A. Przybocki, Lance A. Ramshaw, Stephanie Strassel, and Ralph M. Weischedel. 2004 · 2004
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Discourse Annotation and Semantic Annotation in the GNOME corpus
Massimo Poesio. 2004 · 2004
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VerbNet: A broad-coverage, comprehensive verb lexicon
Karin Kipper Schuler. 2005 · 2005
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ACE 2005 Multilingual Training Corpus LDC2006T06
Christopher Walker, Stephanie Strassel, Julie Medero, and Kazuaki Maeda. 2006 · 2005
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Weak Definite Noun Phrases
Greg Carlson, Rachel Sussman, Natalie Klein, and Michael Tanenhaus. 2006 · 2006
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Analyzing Linguistic Data: A Practical Introduction to Statistics using R
RH Baayen. 2008 · 2008
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Supervised Categorization of Habitual versus Episodic Sentences
Thomas A Mathew. 2009 · 2009
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Unsupervised Event Coreference Resolution with Rich Linguistic Features
Cosmin Adrian Bejan and Sanda Harabagiu. 2010 · 2010
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Automatic recognition of habituals: a three-way classification of clausal aspect
Annemarie Friedrich and Manfred Pinkal. 2015a · 2015
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
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Event Detection and Factuality Assessment with Non-Expert Supervision
Kenton Lee, Yoav Artzi, Yejin Choi, and Luke Zettlemoyer. 2015 · 2015
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Universal Dependencies 1.2
Joakim Nivre, Zeljko Agic, Maria Jesus Aranzabe, Masayuki Asahara, Aitziber Atutxa, Miguel Ballesteros, John Bauer, Kepa Bengoetxea, Riyaz Ahmad Bhat, Cristina Bosco, Sam Bowman, Giuseppe G. A. Celano, Miriam Connor, Marie-Catherine de Marneffe, Arantza Diaz de Ilarraza, Kaja Dobrovoljc, Timothy Dozat, Tomaž Erjavec, Richárd Farkas, Jennifer Foster, Daniel Galbraith, Filip Ginter, Iakes Goenaga, Koldo Gojenola, Yoav Goldberg, Berta Gonzales, Bruno Guillaume, Jan Hajič, Dag Haug, Radu Ion, Elena Irimia, Anders Johannsen, Hiroshi Kanayama, Jenna Kanerva, Simon Krek, Veronika Laippala, Alessandro Lenci, Nikola Ljubešić, Teresa Lynn, Christopher Manning, Cătălina Mărănduc, David Mareček, Héctor Martínez Alonso, Jan Mašek, Yuji Matsumoto, Ryan McDonald, Anna Missilä, Verginica Mititelu, Yusuke Miyao, Simonetta Montemagni, Shunsuke Mori, Hanna Nurmi, Petya Osenova, Lilja Øvrelid, Elena Pascual, Marco Passarotti, Cenel-Augusto Perez, Slav Petrov, Jussi Piitulainen, Barbara Plank, Martin Popel, Prokopis Prokopidis, Sampo Pyysalo, Loganathan Ramasamy, Rudolf Rosa, Shadi Saleh, Sebastian Schuster, Wolfgang Seeker, Mojgan Seraji, Natalia Silveira, Maria Simi, Radu Simionescu, Katalin Simkó, Kiril Simov, Aaron Smith, Jan Štěpánek, Alane Suhr, Zsolt Szántó, Takaaki Tanaka, Reut Tsarfaty, Sumire Uematsu, Larraitz Uria, Viktor Varga, Veronika Vincze, Zdeněk Žabokrtský, Daniel Zeman, and Hanzhi Zhu. 2015 · 2015
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The Manually Annotated Sub-Corpus: A Community Resource for and by the People
Nancy Ide, Christiane Fellbaum, Collin Baker, and Rebecca Passonneau. 2010 · 2010
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Identifying Generic Noun Phrases
Nils Reiter and Anette Frank. 2010 · 2010
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Genericity
Gregory Carlson. 2011 · 2011
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Automatic identification of general and specific sentences by leveraging discourse annotations
Annie Louis and Ani Nenkova. 2011 · 2011
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Semantics: An International Handbook of Natural Language Meaning , volume 2
Claudia Maienborn, Klaus von Heusinger, and Paul Portner, editors. 2011 · 2011
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English Web Treebank LDC2012T13
Ann Bies, Justin Mott, Colin Warner, and Seth Kulick. 2012 · 2012
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Semantic Proto-Roles
Drew Reisinger, Rachel Rudinger, Francis Ferraro, Craig Harman, Kyle Rawlins, and Benjamin Van Durme. 2015 · 2015
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Situation entity types: automatic classification of clause-level aspect
Annemarie Friedrich, Alexis Palmer, and Manfred Pinkal. 2016 · 2016
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Crime Investigations: The Countability Profile of a Delinquent Noun
Scott Grimm. 2016 · 2016
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Generic Generalizations
Sarah-Jane Leslie and Adam Lerner. 2016 · 2016
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Richer Event Description: Integrating event coreference with temporal, causal and bridging annotation
Tim O’Gorman, Kristin Wright-Bettner, and Martha Palmer. 2016 · 2016
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Universal Decompositional Semantics on Universal Dependencies
Aaron Steven White, Drew Reisinger, Keisuke Sakaguchi, Tim Vieira, Sheng Zhang, Rachel Rudinger, Kyle Rawlins, and Benjamin Van Durme. 2016 · 2016
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Towards Universal Semantic Tagging
Lasha Abzianidze and Johan Bos. 2017 · 2017
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Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets
Gabriel Stanovsky, Judith Eckle-Kohler, Yevgeniy Puzikov, Ido Dagan, and Iryna Gurevych. 2017 · 2017
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The Semantic Proto-Role Linking Model
Aaron Steven White, Kyle Rawlins, and Benjamin Van Durme. 2017 · 2017
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An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling
Sheng Zhang, Rachel Rudinger, and Benjamin Van Durme. 2017b · 2017
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Commonsense for Generative Multi-Hop Question Answering Tasks
Lisa Bauer, Yicheng Wang, and Mohit Bansal. 2018 · 2018
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Grammatical Number and the Scale of Individuation
Scott Grimm. 2018 · 2018
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Deep contextualized word representations
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
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Anaphora Resolution with the ARRAU Corpus
Massimo Poesio, Yulia Grishina, Varada Kolhatkar, Nafise Moosavi, Ina Roesiger, Adam Roussel, Fabian Simonjetz, Alexandra Uma, Olga Uryupina, Juntao Yu, and Heike Zinsmeister. 2018 · 2018
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Neural Models of Factuality
Rachel Rudinger, Aaron Steven White, and Benjamin Van Durme. 2018 · 2018
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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