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Many Question-Answering (QA) datasets contain unanswerable questions, but their treatment in QA systems remains primitive.
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David Beaver. 1997 · 1997
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Presupposed content and entailments in natural language inference
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Akari Asai and Eunsol Choi. 2020 · 2010
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Presuppositional and negative islands: a semantic account
Márta Abrusán. 2011 · 2011
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Extending fine-grained semantic relation classification to presupposition relations between verbs
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Elizabeth Coppock and David Beaver. 2012 · 2012
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Jonathan Gordon and Benjamin Van Durme. 2013 · 2013
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Presupposing
Mandy Simons. 2013 · 2013
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Lauri Karttunen. 2016 · 2016
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Experimental work in presupposition and presupposition projection
Florian Schwarz. 2016 · 2016
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Let’s do it “again”: A first computational approach to detecting adverbial presupposition triggers
Andre Cianflone, Yulan Feng, Jad Kabbara, and Jackie Chi Kit Cheung. 2018 · 2018
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Simple and effective multi-paragraph reading comprehension
Christopher Clark and Matt Gardner. 2018 · 2018
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GLUE: A multi-task benchmark and analysis platform for natural language understanding
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, and Samuel R. Bowman. 2019 · 2019
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Learning to ask unanswerable questions for machine reading comprehension
Haichao Zhu, Li Dong, Furu Wei, Wenhui Wang, Bing Qin, and Ting Liu. 2019 · 2019
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ETC: Encoding long and structured inputs in transformers
Joshua Ainslie, Santiago Ontanon, Chris Alberti, Vaclav Cvicek, Zachary Fisher, Philip Pham, Anirudh Ravula, Sumit Sanghai, Qifan Wang, and Li Yang. 2020 · 2020
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NeurQuRI: Neural question requirement inspector for answerability prediction in machine reading comprehension
Seohyun Back, Sai Chetan Chinthakindi, Akhil Kedia, Haejun Lee, and Jaegul Choo. 2020 · 2020
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Know what you don’t know: Unanswerable questions for SQuAD
Pranav Rajpurkar, Robin Jia, and Percy Liang. 2018 · 2018
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Bernhard Schwarz and Alexandra Simonenko. 2018 · 2018
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Adina Williams, Nikita Nangia, and Samuel Bowman. 2018 · 2018
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ELI5: Long form question answering
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Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, and Dongsheng Li. 2019 · 2019
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Are natural language inference models IMPPRESsive? Learning IMPlicature and PRESupposition
Paloma Jeretic, Alex Warstadt, Suvrat Bhooshan, and Adina Williams. 2020 · 2020
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Dense passage retrieval for open-domain question answering
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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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Fine-grained fact verification with kernel graph attention network
Zhenghao Liu, Chenyan Xiong, Maosong Sun, and Zhiyuan Liu. 2020 · 2020
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An epistemic bridge for presupposition projection in questions
Nadine Theiler. 2020 · 2020
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Did Aristotle use a laptop? A question answering benchmark with implicit reasoning strategies
Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, and Jonathan Berant. 2021 · 2021
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Randall Munroe. 2020 · 2021
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