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ResearchFormerly WizWand

Preference Bias Mitigation on Preference Bias

85.83RRSAC Single-task
-3.433219.740942.91566.0891Nov 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SAC Single-taskBackbone=Qwen2-72B-Instruct2024.1185.83
SAC Multi-taskBackbone=Qwen2-72B-Instruct2024.1180.83
SACControl Dim=Single2024.1162.5
SAC Multi-taskBackbone=Qwen2-7B-Instruct2024.1158.33
SACControl Dim=Multiple2024.1153.75
SAC Single-taskBackbone=Qwen2-7B-Instruct2024.1150.83
RepEControl Dim=Single2024.1139.17
No ControlControl Dim=Single2024.1110.83
No ControlControl Dim=Multiple2024.1110.83
RepE-MergeControl Dim=Multiple2024.1110
RepE-MeanControl Dim=Multiple2024.115
No ControlBackbone=Qwen2-7B-Instruct2024.110
No ControlBackbone=Qwen2-72B-Instruct2024.110