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Closed-Book Question Answering on HotpotQA

39.6RecallAGDLRPh
31.59233.67135.7537.829Sep 30, 2025

Evaluation results

MethodLinks
AGDLRPhBackbone=Llama 3.1 (8B)2025.0939.6——
GreedyBackbone=Llama 3.1 (8B)2025.0934.6——
DoLABackbone=Llama 3.1 (8B)2025.0934.3——
NucleusBackbone=Llama 3.1 (8B)2025.0931.9——
CoT-promptingPrompting strategy=Chain-of-Thought, Backbone model=PaLM-540B2022.03—28.939.8
Self-consistencyPrompting strategy=Self-consistency, Backbone model=PaLM-540B2022.03—33.844.6
Standard-prompting (no-rationale)Prompting strategy=no-rationale, Backbone model=PaLM-540B2022.03—27.136.8