Want to create an interactive transcript for this episode?
Podcast: Arxiv Papers
Episode: Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing
Description:
This paper explores how Knowledge Editing algorithms can unintentionally distort model representations, leading to decreased factual recall and reasoning abilities, a phenomenon termed "representation shattering."
https://arxiv.org/abs//2410.17194
YouTube: https://www.youtube.com/@ArxivPapers
TikTok: https://www.tiktok.com/@arxiv_papers
Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016
Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers