CaseEdit supplies 900 household-object commonsense edits with 3,600 multiple-choice questions and reports that AlphaEdit beats ROME, MEND, MEMIT, and MEMIT-CSK at preserving unrelated knowledge in a 3B model.
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CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models
CaseEdit supplies 900 household-object commonsense edits with 3,600 multiple-choice questions and reports that AlphaEdit beats ROME, MEND, MEMIT, and MEMIT-CSK at preserving unrelated knowledge in a 3B model.