Improving LLM Group Fairness on Tabular Data via In-Context Learning

Valeriia Cherepanova, Chia-Jung Lee, Nil-Jana Akpinar +4

Large language models (LLMs) have been shown to be effective on tabular prediction tasks in the low-data regime, leveraging their internal knowledge and ability to learn from instr…