CNTP samples multiple punctuation-bounded candidate paths at high-entropy decoding steps and selects the lowest-perplexity path, improving LLM and MLLM benchmark accuracy over standard decoding.
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Cautious Next Token Prediction
CNTP samples multiple punctuation-bounded candidate paths at high-entropy decoding steps and selects the lowest-perplexity path, improving LLM and MLLM benchmark accuracy over standard decoding.