The author introduces the CR-LT-KGQA dataset to address the limitations of existing KGQA datasets by focusing on commonsense reasoning and long-tail entities, challenging LLMs prone to hallucination.
KGQA datasets need to support commonsense reasoning and long-tail knowledge for accurate answers.