On HotpotQA with BM25 augmentation and the MuSiQue-trained predictor, targeted intervention improves accuracy by 5.1 points while intervening on 30.7% of hops; always-intervene gains 9.0 points.

On HotpotQA with BM25 augmentation and the MuSiQue-trained predictor, targeted intervention improves accuracy by 5.1 points while intervening on 30.7% of hops; always-intervene gains 9.0 points. · CiteArk

测量结果

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指标与条件	论文报告	最近可用实测	证据判断
condition: Baseline	48.1%	—	尚未评估
condition: Baseline	0%	—	尚未评估
condition: Baseline	0 calls/question	—	尚未评估
condition: Always	57.1%	—	尚未评估
condition: Always	100%	—	尚未评估
condition: Always	2 calls/question	—	尚未评估
condition: DeBERTa targeted	53.2%	—	尚未评估
condition: DeBERTa targeted	30.7%	—	尚未评估
condition: DeBERTa targeted	0.61 calls/question	—	尚未评估
condition: Oracle	55.5%	—	尚未评估
condition: Oracle	46.9%	—	尚未评估
condition: Oracle	0.94 calls/question	—	尚未评估

On HotpotQA with BM25 augmentation and the MuSiQue-trained predictor, targeted intervention improves accuracy by 5.1 points while intervening on 30.7% of hops; always-intervene gains 9.0 points.

报告指标与观测值

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测量结果