From Particular to General: A Preliminary Case Study of Transfer Learning in Reading Comprehension

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Reading Wikipedia to Answer Open-Domain Questions (2017, methodology): “…supervision with Freebase as the KB to give slight improvements on both datasets, although poor performance was reported when training on only one dataset and testing on the other, showing that task transfer is indeed a challenging subject; see also (Kadlec et al., 2016) for a similar conclusion.”
Cross-Lingual Transfer Learning for Question Answering (2019, background): “In probably the ﬁrst work to apply transfer learning on QA, the authors show that the transferred system is signiﬁcantly better than a random base-line (Kadlec et al., 2016).”