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Improving Question Answering with External Knowledge

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Figure

Figure 1: Overview of our framework (IR: information retrieval; MRC: machine reading comprehension)
Table 3: The number of questions in RACE and themultiple-choice subject-area QA datasets for evalua-tion: ARC-Easy, ARC-Challenge, and OpenBookQA.
Table 5: Accuracy (%) on the test sets of ARC-Easy, ARC-Challenge, and OpenBookQA datasets
Table 6: Examples of corrected errors using the reference corpus enriched by the sentences from Wikipedia.
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