SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully

Large language models (LLMs) demonstrate great performance in text generation. However, LLMs are still suffering from hallucinations. In this work, we propose an inference-time method, Self-Highlighted Hesitation (SH2), to help LLMs decode more truthfully. SH2 is based on a simple fact rooted in inf...

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Hauptverfasser:	Kai, Jushi, Zhang, Tianhang, Hu, Hai, Lin, Zhouhan
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computation and Language
Online-Zugang:	Volltext bestellen
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