Contrastive Prefence Learning: Learning from Human Feedback without RL
Paper
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2310.13639
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Published
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25
Preference Alignment in LLM
methods that align llm with human preference
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RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Paper • 2309.00267 • Published • 50 -
A General Theoretical Paradigm to Understand Learning from Human Preferences
Paper • 2310.12036 • Published • 15 -
Deep Reinforcement Learning from Hierarchical Weak Preference Feedback
Paper • 2309.02632 • Published • 1 -
Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment
Paper • 2310.00212 • Published • 2 -
Learning Optimal Advantage from Preferences and Mistaking it for Reward
Paper • 2310.02456 • Published • 1