CaRL-EM: Cost-Aware Reinforcement Learning for Entity Matching with LLMs

Chaohui Guo, Michel Klein, Zhisheng Huang

Entity matching (EM) requires fine-grained contextual understanding and domain knowledge. Recent work shows that large language models (LLMs) can serve as strong matchers across do…