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[QA] Teaching Models to Understand (but not Generate) High-risk Data
The lmssSLUNG paradigm allows language models to understand high-risk content without generating it, improving their ability to recognize harmful text while preventing toxic outputs.
https://arxiv.org/abs//2505.03052
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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By Igor Melnyk
5
33 ratings
The lmssSLUNG paradigm allows language models to understand high-risk content without generating it, improving their ability to recognize harmful text while preventing toxic outputs.
https://arxiv.org/abs//2505.03052
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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