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Self Training for Jointly Learning to Ask and Answer Questions

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Figure

Figure 1: MAP for our best self-trained QA model(with 10,000 Wikipedia paragraphs) without any cur-riculum learning (i.e
Figure 2: MAP for the best models for the three or-acles: QA, QG and QA+QG. Also on the same plot,MAP when we have no curriculum learning.
Table 5: Performance (B: BLEU4, M: METEOR, and R: ROUGE) of our model variants and various QG baselinesonselection heuristics when 10000 Wikipedia paragraphs are used as unlabeled data
Figure 3: MAP for the best self-training model and QAbaselines as we vary the proportion of labeled trainingset but keep the unlabeled text fixed (10K Wikipediaparagraphs).

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