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Domain agnostic Question Answering with Adversarial Training

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Figure

Figure 1: Overall training procedure for learning domain-invariant feature representation
Table 1: Statistics of out-of-domain validation dataset. Q and P stands for question and passage, respectively.Length is calculated based on word-level token.
Table 2: Model performance on validation and test set. Above is the validation set and below is the test set.

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