Constructing Datasets for Multi-hop Reading Comprehension Across Documents

@article{Welbl2018ConstructingDF,
  title={Constructing Datasets for Multi-hop Reading Comprehension Across Documents},
  author={Johannes Welbl and Pontus Stenetorp and Sebastian Riedel},
  journal={TACL},
  year={2018},
  volume={6},
  pages={287-302}
}
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
Highly Cited
This paper has 41 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 30 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 84 references

Teaching Machines to Read and Comprehend

View 5 Excerpts
Highly Influenced

Similar Papers

Loading similar papers…