Unverified50% confidenceFactExact time
Constrained decoding, which restricts the set of candidate words during generation, is one of the mainstream engineering methods for suppressing hallucination today.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/23/2026
First Seen
Valid until: 1/21/2027
Sources
Related Entities
Related Claims
UnverifiedHard constraints in the decoding phase physically guarantee that outputs conform to predefined grammar or schemas by masking illegal vocabulary options during token generation (logit masking or structured sampling).76% similarVerifiedConstrained decoding dynamically blocks candidate words that do not conform to the target grammar or schema when the model generates each token, ensuring the output structure is legal at the decoding level.74% similarUnverified文本编码器将提示词编码为固定维度嵌入向量，abliteration针对的是token生成过程中的拒绝行为，与嵌入向量输出情况不同73% similarUnverifiedFor mechanical tasks such as format conversion and simple renaming, it is recommended to directly disable thinking mode to eliminate unnecessary Decode costs.72% similarUnverifiedConstrained decoding tools such as Outlines and Guidance allow models to be forced at inference time to produce text conforming to a specific grammar or schema, but potentially at the cost of some generation quality.71% similar
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