论文研究 arXiv cs.CL Mon, 13 Jul 2026

HALO: Hybrid Adaptive Latent Reasoning for Language Models

英文标题:HALO: Hybrid Adaptive Latent Reasoning for Language Models

arXiv:2607.08775v1 Announce Type: new Abstract: We study how to improve a frozen pretrained language model with a small amount of adaptive extra computation. A simple approach is to add additional refinement steps on top of the backbone hidden states, but fixed extra refinement can be wasteful: a o
打开原文相关 1.6 · 机会 0

中文

arXiv:2607.08775v1 Announce Type: new Abstract: We study how to improve a frozen pretrained language model with a small amount of adaptive extra computation. A simple approach is to add additional refinement steps on top of the backbone hidden states, but fixed extra refinement can be wasteful: a o

中文全文翻译正在补齐,可先查看下方英文原文。

English / 原文

arXiv:2607.08775v1 Announce Type: new Abstract: We study how to improve a frozen pretrained language model with a small amount of adaptive extra computation. A simple approach is to add additional refinement steps on top of the backbone hidden states, but fixed extra refinement can be wasteful: a o