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Preference Learning

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DataFunSummit
DataFunSummit
Mar 30, 2025 · Artificial Intelligence

RLHF Techniques and Challenges in Large Language Models and Multimodal Applications

This article reviews reinforcement learning, RLHF, and related alignment techniques for large language models and multimodal systems, covering fundamentals, recent advances such as InstructGPT, Constitutional AI, RLAIF, Super Alignment, GPT‑4o, video LLMs, and experimental evaluations of proposed methods.

Preference LearningRLHFlarge language models
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RLHF Techniques and Challenges in Large Language Models and Multimodal Applications