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South China Normal University, Guangdong-Hong Kong Joint Laboratory of Quantum Matter, Guangdong Provincial Key Laboratory of Nuclear Science
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A critical temperature \( T_c \) reveals a phase transition-like behavior in LLM outputs, reshaping our understanding of how temperature scaling affects semantic coherence.