Knowledge Editing in LLMs: Made GPT-2 Believe Mars Has Senators

LLMs have consumed a vast library of information from the internet. However, a critical limitation exists: their knowledge is frozen in time. LLM trained in 2023 would be oblivious to most world events, scientific discoveries, or new laws from 2024. ...