Are Red Roses Red? Evaluating Consistency of Question-Answering Models

ACL 2019 Marco Tulio RibeiroCarlos GuestrinSameer Singh

Although current evaluation of question-answering systems treats predictions in isolation, we need to consider the relationship between predictions to measure true understanding. A model should be penalized for answering {``}no{''} to {``}Is the rose red?.. (read more)

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