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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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Autors principals: Bojie Lv, Ao Feng, Chenlong Xie
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2024-11-01
Col·lecció:Sensors
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Accés en línia:https://www.mdpi.com/1424-8220/24/21/7097
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