What Makes a Dialog Agent Useful?

The techniques behind ChatGPT: RLHF, IFT, CoT, Red teaming, and more This article has been translated to Chinese 简体中文. A few weeks ago, ChatGPT emerged and launched the public discourse into a set of obscure acronyms: RLHF, SFT, IFT, CoT, and more, all attributed to the success of ChatGPT. What are these obscure acronyms and why are they so important? We surveyed all the important papers on these

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Instruction Fine-Tuning(IFT), Supervised Fine-tuning(SFT), reinforcement learning from human feedback(RLHF), Chain-of-thought (CoT) prompting.