MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

@inproceedings{Talmor2019MultiQAAE,
  title={MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension},
  author={Alon Talmor and Jonathan Berant},
  booktitle={ACL},
  year={2019}
}
A large number of reading comprehension (RC) datasets has been created recently, but little analysis has been done on whether they generalize to one another, and the extent to which existing datasets can be leveraged for improving performance on new ones. In this paper, we conduct such an investigation over ten RC datasets, training on one or more source RC datasets, and evaluating generalization, as well as transfer to a target RC dataset. We analyze the factors that contribute to… CONTINUE READING

Similar Papers

References

Publications referenced by this paper.
SHOWING 1-10 OF 44 REFERENCES

NewsQA: A Machine Comprehension Dataset

  • Rep4NLP@ACL
  • 2016
VIEW 8 EXCERPTS
HIGHLY INFLUENTIAL