LLM self-explanations for entity resolution are unstable and weakly faithful to causal evidence, but a hybrid framework using them as priors matches post-hoc quality at up to 10x lower cost.
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Can we trust LLM Self-Explanations for Entity Resolution?
LLM self-explanations for entity resolution are unstable and weakly faithful to causal evidence, but a hybrid framework using them as priors matches post-hoc quality at up to 10x lower cost.