HELEA: Hard-Negative Benchmark and LLM-based Reranking for Robust Entity Alignment

Yoonjin Jang, Junwoo Kim, Youngjoong Ko

Entity Alignment (EA) is essential for knowledge graph (KG) fusion, but existing benchmarks often allow models to exploit name overlap rather than relational structure. This makes…