A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law

arXiv:2405.01769v1 Announce Type: new
Abstract: In the fast-evolving domain of artificial intelligence, large language models (LLMs) such as GPT-3 and GPT-4 are revolutionizing the landscapes of finance, healthcare, and law: domains characterized by their reliance on professional expertise, challenging data acquisition, high-stakes, and stringent regulatory compliance. This survey offers a detailed exploration of the methodologies, applications, challenges, and forward-looking opportunities of LLMs within these high-stakes sectors. We highlight the instrumental role of LLMs in enhancing diagnostic and treatment methodologies in …

arxiv cs.cl domains finance healthcare language language models large language large language models law survey type