MATRICE localizes language-agnostic knowledge neurons by combining integrated-gradient attributions with uncertainty weighting across paraphrased queries and seven languages, supported by a new multilingual benchmark RML-LAMA.
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One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models
MATRICE localizes language-agnostic knowledge neurons by combining integrated-gradient attributions with uncertainty weighting across paraphrased queries and seven languages, supported by a new multilingual benchmark RML-LAMA.