385 citations · 1.5k across the 36 of their papers we have counts for
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cs.CL2022★ 56 cited
Mass-Editing Memory in a Transformer
Kevin Meng, Arnab Sen Sharma, Alex Andonian +2
Recent work has shown exciting promise in updating large language models with new memories, so as to replace obsolete information or add specialized knowledge. However, this line o…
cs.CL2022★ 178 cited
Locating and Editing Factual Associations in GPT
Kevin Meng, David Bau, Alex Andonian +1
We analyze the storage and recall of factual associations in autoregressive transformer language models, finding evidence that these associations correspond to localized, directly-…