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GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions [article]

Scott McCarley, Mihaela Bornea, Sara Rosenthal, Anthony Ferritto, Md Arafat Sultan, Avirup Sil, Radu Florian
2022 arXiv   pre-print
We present a multilingual machine reading comprehension system and front-end demo that handles boolean questions by providing both a YES/NO answer and highlighting supporting evidence, and handles extractive  ...  Recent machine reading comprehension datasets include extractive and boolean questions but current approaches do not offer integrated support for answering both question types.  ...  We add the capability to answer both extractive and boolean questions in one integrated multilingual system, thus creating GAAMA 2.0.  ... 
arXiv:2206.08441v2 fatcat:i5ehmticejekjla3iwhiq5rafu