Unverified50% confidenceTradeoffExact time
Constrained decoding can only constrain the legality of the token sequence but cannot constrain semantics; models can still output incorrect enum values or out-of-range numbers.
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedMemory safety is not equivalent to functional correctness; code can be free of memory out-of-bounds issues while still containing errors in business logic or edge cases72% similarUnverifiedMisaligned tokenization logic between the sampling side and the scoring side causes the same text to be split into different token sequences, resulting in probability inconsistencies.72% similarUnverified受限解码通过在每步采样前将不合法Token的logit值设为负无穷，使采样只在合法Token集合中进行71% similarUnverified原始边界框坐标需转换为模型专用的 token 表示，任何格式偏差都可能导致模型无法正确学习定位能力67% similarUnverified自回归生成的天然缺陷在于模型生成第一个 token 时无法看到整个输出序列的全局结构，导致早期决策难以被后续内容纠正67% similar
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