1
Lightweight Latent Reasoning for Narrative Tasks
轻量级潜推理技术利用强化学习优化LLM生成推理轨迹，提升叙事类任务表现
arXiv:2512.02240v2 Announce Type: replace Abstract: Large language models (LLMs) tackle complex tasks by generating long chains of thought or "reasoni…
2
Geometric Latent Reasoning Induces Shorter Generations in LLMs
用几何潜在推理突破传统语言链，让LLM生成更短、更便宜且不牺牲准确性，重新定义推理效率。
arXiv:2606.02248v1 Announce Type: new Abstract: Large language models solve complex problems by generating lengthy chains of explicit reasoning tokens…