Want to create an interactive transcript for this episode?
Podcast: Arxiv Papers
Episode: Language Models Encode Numbers Using Digit Representations in Base 10
Description:
The paper investigates how large language models represent numbers, revealing they use digit-wise circular representations, which explains their frequent errors in numerical reasoning tasks.
https://arxiv.org/abs//2410.11781
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