DocMEdit, a dataset of nearly 38,000 Wikipedia article updates, shows that existing model editing methods achieve low accuracy and cause large side effects on document-level editing tasks.
In Pro- ceedings of the 2024 Conference on Empirical Meth- ods in Natural Language Processing, pages 16801– 16819, Miami, Florida, USA
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DocMEdit: Towards Document-Level Model Editing
DocMEdit, a dataset of nearly 38,000 Wikipedia article updates, shows that existing model editing methods achieve low accuracy and cause large side effects on document-level editing tasks.