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[QA] Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs
SEPs offer a cost-effective method for detecting hallucinations in Large Language Models by approximating semantic entropy from hidden states, improving efficiency and generalization.
https://arxiv.org/abs//2406.15927
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
SEPs offer a cost-effective method for detecting hallucinations in Large Language Models by approximating semantic entropy from hidden states, improving efficiency and generalization.
https://arxiv.org/abs//2406.15927
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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