SCOPE uses explicit multi-LLM planning to improve accuracy on 1,500 hybrid reasoning questions over clinical trial tables compared to zero-shot, few-shot, CoT, and agent baselines.
GOOD EXAMPLE (CORRECT ROW SELECTION + DERIVATION): Question: In Small Cell Lung trials, classify the ICI by target ,→class from its generic name as PD-1, PD-L1, or ,→CTLA-4
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SCOPE:Planning for Hybrid Querying over Clinical Trial Data
SCOPE uses explicit multi-LLM planning to improve accuracy on 1,500 hybrid reasoning questions over clinical trial tables compared to zero-shot, few-shot, CoT, and agent baselines.