大模型推理能力

Efficient Parallel Samplers for Recurrent-Depth Models and Their Connection to Diffusion Language Models

Jonas Geiping, Xinyu Yang, Guinan Su

机构 * ELLIS Institute Tübingen & Max-Planck Institute for Intelligent Systems, Tübingen AI Center（图宾根ELLIS研究所及图宾根马克斯·普朗克智能系统研究所AI中心） 纠错

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Comments Code can be found at https://github.com/seal-rg/recurrent-pretraining

Informed Routing in LLMs: Smarter Token-Level Computation for Faster Inference

Chao Han, Yijuan Liang, Zihao Xuan, Daokuan Wu, Wei Zhang, Xiaoyu Shen

机构 * Institute of Digital Twin, Eastern Institute of Technology（数字孪生研究所、东部技术研究院） ； University of Science and Technology of China（中国科学技术大学） ； The Hong Kong University of Science and Technology（香港科技大学） 纠错

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Coder as Editor: Code-driven Interpretable Molecular Optimization

Wenyu Zhu, Chengzhu Li, Xiaohe Tian, Yifan Wang, Yinjun Jia, Jianhui Wang, Bowen Gao, Ya-Qin Zhang, Wei-Ying Ma, Yanyan Lan

机构 * Institute for AI Industry Research, Tsinghua University（人工智能产业研究院，清华大学） ； Department of Computer Science and Technology, Tsinghua University（计算机科学与技术系，清华大学） ； School of Pharmaceutical Sciences, Peking University（北京大学药学院） ； University of Electronic Science and Technology of China（电子科技大学） 纠错

专题命中 其他推理 ：reasoning(abstract)；分类 cs.LG

Investigating Political and Demographic Associations in Large Language Models Through Moral Foundations Theory

Nicole Smith-Vaniz, Harper Lyon, Lorraine Steigner, Ben Armstrong, Nicholas Mattei

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

A2AS: Agentic AI Runtime Security and Self-Defense

Eugene Neelou, Ivan Novikov, Max Moroz, Om Narayan, Tiffany Saade, Mika Ayenson, Ilya Kabanov, Jen Ozmen, Edward Lee, Vineeth Sai Narajala, Emmanuel Guilherme Junior, Ken Huang, Huseyin Gulsin, Jason Ross, Marat Vyshegorodtsev, Adelin Travers, Idan Habler, Rahul Jadav

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI