Developing Safe and Responsible Large Language Models -- A Comprehensive Framework

arXiv:2404.01399v1 Announce Type: new
Abstract: Given the growing concerns around the safety and risks of Large Language Models (LLMs), it is essential to develop methods for mitigating these issues. We introduce Safe and Responsible Large Language Model (SR$_{\text{LLM}}$) , a model designed to enhance the safety of language generation using LLMs. Our approach incorporates a comprehensive LLM safety risk taxonomy and utilizes a dataset annotated by experts that align with this taxonomy. SR$_{\text{LLM}}$ is designed to identify potentially unsafe content …

arxiv cs.cl framework language language models large language large language models responsible safe type