AI
LLMs + Symbols: Picking the Right Meaning Without Labels
Words like "bank" can mean a riverbank or a financial institution. Getting the right meaning—called word sense disambiguation—is hard for AI, especially when we need rich, logic-friendly knowledge for reasoning. This paper introduces an annotation-free workflow that teams up symbolic language understanding with large language models: