2025
Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching
COLING 2025main
Entity matching (EM) is a critical step in entity resolution (ER). Recently, entity matching based on large language models (LLMs) has shown great promise. However, current LLM-based entity matching approaches typically follow a binary matching paradigm that ignores the global consistency among reco…