On unseen closed-book TriviaQA and NQ Open subsets, forced-direct CIGAsk 7B slightly exceeds the Qwen2.5-7B base F1, while under a multi-action prompt it clarifies only 5.6% and 9.4% of queries, respectively.

On unseen closed-book TriviaQA and NQ Open subsets, forced-direct CIGAsk 7B slightly exceeds the Qwen2.5-7B base F1, while under a multi-action prompt it clarifies only 5.6% and 9.4% of queries, respectively. · 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
model: CIGAsk 7B · prompt: forced-direct · dataset: TriviaQA	56.2 F1 points	—	尚未评估
model: Qwen2.5-7B base · prompt: forced-direct · dataset: TriviaQA	54 F1 points	—	尚未评估
model: CIGAsk 7B · prompt: multi-action · dataset: TriviaQA	5.6%	—	尚未评估
model: CIGAsk 7B · prompt: forced-direct · dataset: NQ Open	25.9 F1 points	—	尚未评估
model: Qwen2.5-7B base · prompt: forced-direct · dataset: NQ Open	25.1 F1 points	—	尚未评估
model: CIGAsk 7B · prompt: multi-action · dataset: NQ Open	9.4%	—	尚未评估

On unseen closed-book TriviaQA and NQ Open subsets, forced-direct CIGAsk 7B slightly exceeds the Qwen2.5-7B base F1, while under a multi-action prompt it clarifies only 5.6% and 9.4% of queries, respectively.

报告指标与观测值

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测量结果