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Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences (N18-1)

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Challenge: Using a dataset of 6,500+ questions, we found that human solvers achieved an F1-score of 88.1%.
Approach: They propose a reading comprehension challenge in which questions can only be answered by taking into account information from multiple sentences.
Outcome: The proposed reading comprehension challenge is based on a reading comprehension dataset with 6,500+ questions and 1000+ paragraphs across 7 domains.

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