Decoding Alignment: A Critical Survey of LLM Development Initiatives through Value-setting and Data-centric Lens

Ilias Chalkidis

AI Alignment, primarily in the form of Reinforcement Learning from Human Feedback (RLHF), has been a cornerstone of the post-training phase in developing Large Language Models (LLM…