Enhancing LLM Evaluation through Functional Dependencies

This chapter delves into functional dependencies in relational databases and their role in formulating multi-hop questions for evaluating language models. It showcases a research collaboration that underscores the importance of integrity constraints in crafting and verifying intricate queries to enhance LLM response accuracy.