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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