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In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point Processes

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Figure

Figure 1: Degenerated attention distribution behindOTR problem. The generated summary repeats the firstsentence in article
Figure 2: Comparison of different reweighting methodson a simulated distribution. DPPs sampling reweight-ing approximates original distribution better since itcatches the high attention area around position 160
Table 2: Dataset overview(train/valid/test).
Table 4: Explore various possible causes of OTR.
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