Rethinking Thinking Steps in Overthinking: Towards More Effective Reasoning
Dezhi Zhao, Xin Liu, Xiaocheng Feng et al.
· 0 citations
We have 3 of 129 papers
We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.
Not the right person? Other researchers publish under this name.
ACTD: Anchor-Based Cross-Tokenizer Distillation with Residual Regularization
An Anchor-Based Cross-Tokenizer Distillation with Residual Regularization with Residual Regularization (ACTD) bridges structural heterogeneity through vocabulary and sequence alignment, while mitigating alignment noise via a novel anchor loss with residual regularization.
Huiyi Zhang, Zijian Li, Xiaocheng Feng et al.
· 0 citations
Jul 2026
H2SD: Hybrid Hindsight Self-Distillation
Experiments on challenging reasoning benchmarks show that H$^2$SD achieves the strongest overall performance among representative RLVR and self-distillation baselines, with stable optimization and a favorable accuracy-efficiency trade-off.
Qi Cai, Yi-Chuan Ma, Linyang Li et al.
· arXiv.org · 2 citations