UnifiedQA: Crossing Format Boundaries With a Single QA System

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Other Links: arxiv.org

Abstract:

Question answering (QA) tasks have been posed using a variety of formats, such as extractive span selection, multiple choice, etc. This has led to format-specialized models, and even to an implicit division in the QA community. We argue that such boundaries are artificial and perhaps unnecessary, given the reasoning abilities we seek to...More

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