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Improving Factuality by Contrastive Decoding with Factual and Hallucination Prompts

Large language models have demonstrated impressive capabilities in many domains. But they sometimes generate irrelevant or nonsensical text, or produce outputs that deviate from the provided input, an occurrence commonly referred to as hallucination. To mitigate this issue, we introduce a novel deco...

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Bibliografiska uppgifter
Huvudupphov: Bojie Lv, Ao Feng, Chenlong Xie
Materialtyp: Artigo
Språk:Inglês
Utgiven: MDPI AG 2024-11-01
Serie:Sensors
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Länkar:https://www.mdpi.com/1424-8220/24/21/7097
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