PRMU provides a corpus-free, person-centric multimodal unlearning benchmark with proxy corpora and neighbor-based locality evaluation, plus SGPE, a projection-editing baseline.
InFindings of the Association for Computational Linguistics: ACL 2025, 20582–20603
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PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models
PRMU provides a corpus-free, person-centric multimodal unlearning benchmark with proxy corpora and neighbor-based locality evaluation, plus SGPE, a projection-editing baseline.