语义回响：通过回收被丢弃Token嵌入增强语言模型表达能力
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Updated
Aug 9, 2026 - HTML
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inference-architecture
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1.5B小模型反超大厂！语义回响(Semantic Echo)推理架构实证｜不修改权重、不重训练，仅靠回收被丢弃的Token嵌入增强情感表达｜5项图灵测试4/5反超，人似度翻倍
python chatbot emotion transformer chinese language-model human-like turing-test llm human-likeness no-fine-tuning small-model inference-architecture semantic-echo emotion-enhancement emotional-expression inference-enhancement 1-5b beats-big-labs
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Aug 7, 2026 - Python
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