Jiaheng Wei

Human-Instruction-Free LLM Self-Alignment with Limited Samples

2024 · arXiv (Cornell University)

Aligning large language models (LLMs) with human values is a vital task for LLM practitioners. Current alignment techniques have several limitations: (1) requiring a large amount of annotated data; (2) demanding heavy human involvement; (3) …