Krishanu Sarker

How to Talk to Language Models: Serialization Strategies for Structured Entity Matching

Entity matching (EM), which identifies whether two data records refer to the same real-world entity, is crucial for knowledge base construction and enhancing data-driven AI systems. Recent advances in language models (LMs) have shown great potential in resolving entities with rich textual attributes…