Constructing Datasets for Multi-hop Reading Comprehension Across Documents

  title={Constructing Datasets for Multi-hop Reading Comprehension Across Documents},
  author={Johannes Welbl and Pontus Stenetorp and Sebastian Riedel},
Most Reading Comprehension methods limit themselves to queries which can be answered using a single sentence, paragraph, or document. Enabling models to combine disjoint pieces of textual evidence would extend the scope of machine comprehension methods, but currently no resources exist to train and test this capability. We propose a novel task to encourage the development of models for text understanding across multiple documents and to investigate the limits of existing methods. In our task, a… CONTINUE READING
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