Karina H Halevy

“Flex Tape Can’t Fix That”: Bias and Misinformation in Edited Language Models

Weight-based model editing methods update the parametric knowledge of language models post-training. However, these methods can unintentionally alter unrelated parametric knowledge representations, potentially increasing the risk of harm. In this work, we investigate how weight editing methods unexp…