Method Drift›Speculative decoding
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From Tokens to Steps
From Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step ReasoningSpeculative decoding · first seen Apr 16, 2026
current frontier — recent, not yet superseded in the knowledge base
0 papers critique it · 0 beat it on benchmarks
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.
- FVO-SpecFuture Validity is the Missing Statistic: From Impossibility to $Φ$-Estimation for Grammar-Faithful Speculative DecodingMay 8, 2026
- From Tokens to StepsFrom Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step ReasoningApr 16, 2026
- Entropy-Aware Speculative Decoding (EASD)Entropy-Aware Speculative Decoding Toward Improved LLM ReasoningDec 29, 2025
- Global ResolutionGlobal Resolution: Optimal Multi-Draft Speculative Sampling via Convex MinimizationNov 19, 2025