FutureBridge: Token Selection Beyond Local Preference in Collaborative Decoding

arXiv:2608.06819 · cs.CL, cs.AI · Submitted 2026-08-07 · Read on arXiv

Quanquan Li, Hongbo Zhang, Yihe Chi, Jingyu Li, Xidong Xi, Liuyang Song, Hongzhen Zhang, Yuxiang Huang, Jing Ke, Siyuan Ma, Junyi Lin, Guitao Cao

cs.CL, cs.AI

Submitted: 2026-08-07

Updated: 2026-08-10

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Benchmark — 15× in this paper · explained in 2 episodes
Accuracy — 12× in this paper · explained in 1 episode
Ablation — 10× in this paper · explained in 1 episode
Verifier — 5× in this paper · explained in 2 episodes
Generalization — 3× in this paper · explained in 13 episodes
Speculative Decoding — 3× in this paper · explained in 2 episodes
Transformer — 3× in this paper · explained in 2 episodes
Transformers — 2× in this paper · explained in 2 episodes
Verification — 2× in this paper · explained in 2 episodes
Ablation Study — 1× in this paper · explained in 3 episodes
Action Space — 1× in this paper · explained in 1 episode
Consistency — 1× in this paper · explained in 3 episodes
Core — 1× in this paper · explained in 2 episodes
Distillation — 1× in this paper · explained in 2 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
LoRA Adapters — 1× in this paper · explained in 3 episodes
Papers — 1× in this paper · explained in 3 episodes
Quantization — 1× in this paper · explained in 14 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Score Function — 1× in this paper · explained in 4 episodes
Test-time Scaling — 1× in this paper · explained in 2 episodes
Tokenization — 1× in this paper · explained in 2 episodes
Weight Decay — 1× in this paper · explained in 2 episodes

Sources

Related papers