大模型推理能力

WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

Kuan Li, Zhongwang Zhang, Huifeng Yin, Rui Ye, Yida Zhao, Liwen Zhang, Litu Ou, Dingchu Zhang, Xixi Wu, Jialong Wu, Xinyu Wang, Zile Qiao, Zhen Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou

专题命中 测试时计算 ：reasoning(abstract)；分类 cs.CL、cs.LG

Comments https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/

The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations

Yubo Zhu, Dongrui Liu, Zecheng Lin, Wei Tong, Sheng Zhong, Jing Shao

机构 * State Key Laboratory for Novel Software Technology, Nanjing University（南京大学新型软件技术国家重点实验室） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Xidian University（西安电子科技大学） 纠错

专题命中 测试时计算 ：reasoning(abstract)；分类 cs.CL、cs.AI

LLM Hallucination Detection: A Fast Fourier Transform Method Based on Hidden Layer Temporal Signals

Jinxin Li, Gang Tu, ShengYu Cheng, Junjie Hu, Jinting Wang, Rui Chen, Zhilong Zhou, Dongbo Shan

专题命中 测试时计算 ：reasoning(abstract)；分类 cs.CL