On MuSiQue augmentation, targeted re-retrieval helps progressively more as DeBERTa flags more hops; the corresponding HotpotQA analysis shows the same directional pattern without predictor retraining.

On MuSiQue augmentation, targeted re-retrieval helps progressively more as DeBERTa flags more hops; the corresponding HotpotQA analysis shows the same directional pattern without predictor retraining. · CiteArk

测量结果

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保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。

每行是一项测量，分别显示论文报告、最近可用实测和累计证据状态。
指标与条件	论文报告	最近可用实测	证据判断
dataset: MuSiQue · flaggedHops: 0	68.7%	—	尚未评估
dataset: MuSiQue · flaggedHops: 0	69.1%	—	尚未评估
dataset: MuSiQue · flaggedHops: 1	52.9%	—	尚未评估
dataset: MuSiQue · flaggedHops: 1	56.6%	—	尚未评估
dataset: MuSiQue · flaggedHops: 2	44.9%	—	尚未评估
dataset: MuSiQue · flaggedHops: 2	49.6%	—	尚未评估
dataset: MuSiQue · flaggedHops: 3	38.8%	—	尚未评估
dataset: MuSiQue · flaggedHops: 3	44.7%	—	尚未评估
dataset: MuSiQue · flaggedHops: 4	8.5%	—	尚未评估
dataset: MuSiQue · flaggedHops: 4	25.5%	—	尚未评估
dataset: MuSiQue · flaggedHops: 0	0.4 percentage points	—	尚未评估
dataset: MuSiQue · flaggedHops: 4	17 percentage points	—	尚未评估

On MuSiQue augmentation, targeted re-retrieval helps progressively more as DeBERTa flags more hops; the corresponding HotpotQA analysis shows the same directional pattern without predictor retraining.

报告指标与观测值

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测量结果