Mingjie Deng

Detoxification of Large Language Models through Output-layer Fusion with a Calibration Model

2025 · arXiv (Cornell University)

Existing approaches for Large language model (LLM) detoxification generally rely on training on large-scale non-toxic or human-annotated preference data, designing prompts to instruct the LLM to generate safe content, or modifying the model parameters to …