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Table 2: 

Datasets used in this paper and their domains.

FormatDatasets and Domains
Multi-choice ARC (science (Clark et al., 2018)), AI2 Science Questions (science (Clark et al., 2018)), OpenbookQA (science (Mihaylov et al., 2018)), Winogrande (commonsense (Sakaguchi et al., 2020)), CommonsenseQA (commonsense (Talmor et al., 2019b)), MCTest (fictional stories (Richardson et al., 2013)), PIQA (physical (Bisk et al., 2020)), SIQA (social (Sap et al., 2019)), RACE (English comprehension (Lai et al., 2017)), QASC (science (Khot et al., 2020)), MT-test (mixed (Hendrycks et al., 2020)) 
Extractive SQuAD 1.1 (wikipedia (Rajpurkar et al., 2016)), SQuAD 2 (Wikipedia (Rajpurkar et al., 2018)), NewsQA (news (Trischler et al., 2017)), Quoref (wikipedia (Dasigi et al., 2019)), ROPES (situation understanding (Lin et al., 2019)) 
FormatDatasets and Domains
Multi-choice ARC (science (Clark et al., 2018)), AI2 Science Questions (science (Clark et al., 2018)), OpenbookQA (science (Mihaylov et al., 2018)), Winogrande (commonsense (Sakaguchi et al., 2020)), CommonsenseQA (commonsense (Talmor et al., 2019b)), MCTest (fictional stories (Richardson et al., 2013)), PIQA (physical (Bisk et al., 2020)), SIQA (social (Sap et al., 2019)), RACE (English comprehension (Lai et al., 2017)), QASC (science (Khot et al., 2020)), MT-test (mixed (Hendrycks et al., 2020)) 
Extractive SQuAD 1.1 (wikipedia (Rajpurkar et al., 2016)), SQuAD 2 (Wikipedia (Rajpurkar et al., 2018)), NewsQA (news (Trischler et al., 2017)), Quoref (wikipedia (Dasigi et al., 2019)), ROPES (situation understanding (Lin et al., 2019)) 
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