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Question Answering on EXPERTQA (test)

19.27Claim RecallChatGPT
9.96212.378514.79517.2115Feb 6, 2024

Evaluation results

MethodLinks
ChatGPTLearning Mode=ICL2024.0219.2747.7947.348.68
M_dist + f.g.RLRefinement=Fine-grained Reinforcement Learning2024.0215.5349.7351.1145.92
M_dist + f.g.RSRefinement=Fine-grained Reward Shaping2024.0215.4859.4657.5844.67
M_distType=Distilled baseline2024.0215.2849.0346.2240.63
M_dist + f.g.(RS+RL)Refinement=Combined RS and RL2024.0215.2358.9459.842.13
LLAMA-2-7BLearning Mode=ICL2024.0210.3210.097.7934.27