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Large language models struggle with generalizing from "A has B" to "B is a feature of A" due to Zipf's law. Reverse training doubles tokens, improving performance on reversal tasks.
https://arxiv.org/abs//2403.13799
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
By Igor Melnyk5
33 ratings
Large language models struggle with generalizing from "A has B" to "B is a feature of A" due to Zipf's law. Reverse training doubles tokens, improving performance on reversal tasks.
https://arxiv.org/abs//2403.13799
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

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