Question Answering as Global Reasoning Over Semantic Abstractions

@inproceedings{Khashabi2018QuestionAA,
  title={Question Answering as Global Reasoning Over Semantic Abstractions},
  author={Daniel Khashabi and Tushar Khot and Ashutosh Sabharwal and Dan Roth},
  booktitle={AAAI},
  year={2018}
}
We propose a novel method for exploiting the semantic structure of text to answer multiple-choice questions. The approach is especially suitable for domains that require reasoning over a diverse set of linguistic constructs but have limited training data. To address these challenges, we present the first system, to the best of our knowledge, that reasons over a wide range of semantic abstractions of the text, which are derived using off-the-shelf, general-purpose, pre-trained natural language… CONTINUE READING

References

Publications referenced by this paper.
SHOWING 1-10 OF 52 REFERENCES

2016. Illinois named entity recognizer: Addendum to Ratinov and Roth ’09 reporting improved results

  • T. Redman, M. Sammons, D. Roth
  • Tech Report
  • 2016
1 Excerpt

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