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Reasoning is central to human intelligence.
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. 2019 · 1907
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DistilBERT, a distilled version of BERT: Smaller, faster, cheaper and lighter
Victor Sanh, Lysandre Debut, Julien Chaumond, and Thomas Wolf. 2019 · 1910
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The argument reasoning comprehension task: Identification and reconstruction of implicit warrants
Ivan Habernal, Henning Wachsmuth, Iryna Gurevych, and Benno Stein. 2018a · 1940
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Thinking and depression: I. idiosyncratic content and cognitive distortions
Aaron T Beck. 1963 · 1963
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On Rhetoric: A Theory of Civil Discourse
Aristotle. 1991 · 1991
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The uses of argument
Stephen E Toulmin. 2003 · 2003
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On sophistical refutations
Aristotle. 2006 · 2006
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A taxonomy of fallacies in system safety arguments
William S Greenwell, John C Knight, C Michael Holloway, and Jacob J Pease. 2006 · 2006
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Logical self-defense
Ralph Henry Johnson and J Anthony Blair. 2006 · 2006
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Fallacies and argument appraisal
Christopher W Tindale. 2007 · 2007
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Argumentation schemes
Douglas Walton, Christopher Reed, and Fabrizio Macagno. 2008 · 2008
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Attacking Faulty Reasoning: A Practical Guide to Fallacy-Free Reasoning
T. Edward Damer. 2009 · 2009
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Handbook of the History of Logic , volume 2009
Dov M Gabbay and John Hayden Woods. 2004 · 2009
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A practical study of argument
Trudy Govier. 2013 · 2013
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History of western philosophy: Collectors edition
Bertrand Russell. 2013 · 2013
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Fundamentals of argumentation theory: A handbook of historical backgrounds and contemporary developments
Frans H Van Eemeren, Rob Grootendorst, Ralph H Johnson, Christian Plantin, and Charles A Willard. 2013 · 2013
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The Stanford CoreNLP natural language processing toolkit
Christopher Manning, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven Bethard, and David McClosky. 2014 · 2014
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What makes a convincing argument? empirical analysis and detecting attributes of convincingness in web argumentation
Ivan Habernal and Iryna Gurevych. 2016 · 2016
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The cognitive distortions questionnaire (cd-quest): validation in a sample of adults with social anxiety disorder
Simona C Kaplan, Amanda S Morrison, Philippe R Goldin, Thomas M Olino, Richard G Heimberg, and James J Gross. 2017 · 2017
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A simple but tough-to-beat baseline for the fake news challenge stance detection task
Benjamin Riedel, Isabelle Augenstein, Georgios P. Spithourakis, and Sebastian Riedel. 2017 · 2017
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Recognizing insufficiently supported arguments in argumentative essays
Christian Stab and Iryna Gurevych. 2017 · 2017
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Before name-calling: Dynamics and triggers of ad hominem fallacies in web argumentation
Ivan Habernal, Henning Wachsmuth, Iryna Gurevych, and Benno Stein. 2018b · 2018
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ELECTRA: Pre-training text encoders as discriminators rather than generators
Kevin Clark, Minh-Thang Luong, Quoc V. Le, and Christopher D. Manning. 2020 · 2020
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SemEval-2020 task 11: Detection of propaganda techniques in news articles
Giovanni Da San Martino, Alberto Barrón-Cedeño, Henning Wachsmuth, Rostislav Petrov, and Preslav Nakov. 2020a · 2020
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Task-aware representation of sentences for generic text classification
Kishaloy Halder, Alan Akbik, Josip Krapac, and Roland Vollgraf. 2020a · 2020
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ALBERT: A lite BERT for self-supervised learning of language representations
Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, and Radu Soricut. 2020 · 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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Lev Konstantinovskiy, Oliver Price, Mevan Babakar, and Arkaitz Zubiaga. 2018 · 2018
Cited alongside, same era.
Automatic detection of fake news
Verónica Pérez-Rosas, Bennett Kleinberg, Alexandra Lefevre, and Rada Mihalcea. 2018 · 2018
Cited alongside, same era.
FEVER: a large-scale dataset for fact extraction and VERification
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, and Arpit Mittal. 2018 · 2018
Cited alongside, same era.
A Broad-coverage challenge corpus for sentence understanding through inference
Adina Williams, Nikita Nangia, and Samuel Bowman. 2018 · 2018
Cited alongside, same era.
FLAIR: an easy-to-use framework for state-of-the-art NLP
Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, and Roland Vollgraf. 2019 · 2019
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Findings of the NLP4IF-2019 shared task on fine-grained propaganda detection
Giovanni Da San Martino, Alberto Barrón-Cedeño, and Preslav Nakov. 2019a · 2019
Cited alongside, same era.
Fine-grained analysis of propaganda in news article
Giovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, Rostislav Petrov, and Preslav Nakov. 2019b · 2019
Cited alongside, same era.
BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Automated discovery of logical fallacies in legal argumentation
Callistus Ireneous Nakpih and Simone Santini. 2020 · 2020
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Stanza: A python natural language processing toolkit for many human languages
Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, and Christopher D. Manning. 2020 · 2020
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MobileBERT: A compact task-agnostic BERT for resource-limited devices
Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, and Denny Zhou. 2020 · 2020
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Transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander M. Rush. 2020 · 2020
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Big bird: Transformers for longer sequences
Manzil Zaheer, Guru Guruganesh, Kumar Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontañón, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, and Amr Ahmed. 2020 · 2020
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Catching out-of-context misinformation with self-supervised learning
Shivangi Aneja, Christoph Bregler, and Matthias Nießner. 2021 · 2021
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DeBERTa: Decoding-enhanced bert with disentangled attention
Pengcheng He, Xiaodong Liu, Jianfeng Gao, and Weizhu Chen. 2021 · 2021
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How good is NLP? A sober look at NLP tasks through the lens of social impact
Zhijing Jin, Geeticka Chauhan, Brian Tse, Mrinmaya Sachan, and Rada Mihalcea. 2021 · 2021
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Micromodels for efficient, explainable, and reusable systems: A case study on mental health
Andrew Lee, Jonathan K. Kummerfeld, Larry An, and Rada Mihalcea. 2021 · 2021
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Automated fact-checking for assisting human fact-checkers
Preslav Nakov, David P. A. Corney, Maram Hasanain, Firoj Alam, Tamer Elsayed, Alberto Barrón-Cedeño, Paolo Papotti, Shaden Shaar, and Giovanni Da San Martino. 2021 · 2021
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“nice try, kiddo”: Investigating ad hominems in dialogue responses
Emily Sheng, Kai-Wei Chang, Prem Natarajan, and Nanyun Peng. 2021 · 2021
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How is NLP addressing the UN Sustainable Development Goals? a challenge set to analyze NLP for social good papers
Fernando Gonzalez, Zhijing Jin, Jad Beydoun, Bernhard Schölkopf, Tom Hope, Mrinmaya Sachan, and Rada Mihalcea. 2022 · 2022
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