大模型推理能力

Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey

Jindong Li, Yali Fu, Jiahong Liu, Linxiao Cao, Wei Ji, Menglin Yang, Irwin King, Ming-Hsuan Yang

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

Phi-Ground Tech Report: Advancing Perception in GUI Grounding

Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo

机构 * Microsoft（微软） 纠错

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

RecGPT Technical Report

Chao Yi, Dian Chen, Gaoyang Guo, Jiakai Tang, Jian Wu, Jing Yu, Mao Zhang, Sunhao Dai, Wen Chen, Wenjun Yang, Yuning Jiang, Zhujin Gao, Bo Zheng, Chi Li, Dimin Wang, Dixuan Wang, Fan Li, Fan Zhang, Haibin Chen, Haozhuang Liu, Jialin Zhu, Jiamang Wang, Jiawei Wu, Jin Cui, Ju Huang, Kai Zhang, Kan Liu, Lang Tian, Liang Rao, Longbin Li, Lulu Zhao, Na He, Peiyang Wang, Qiqi Huang, Tao Luo, Wenbo Su, Xiaoxiao He, Xin Tong, Xu Chen, Xunke Xi, Yang Li, Yaxuan Wu, Yeqiu Yang, Yi Hu, Yinnan Song, Yuchen Li, Yujie Luo, Yujin Yuan, Yuliang Yan, Zhengyang Wang, Zhibo Xiao, Zhixin Ma, Zile Zhou, Ziqi Zhang

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

Failures Are the Stepping Stones to Success: Enhancing Few-Shot In-Context Learning by Leveraging Negative Samples

Yunhao Liang, Ruixuan Ying, Takuya Taniguchi, Zhe Cui

机构 * Chengdu Institute of Computer Applications, Chinese Academy of Sciences（中国科学院成都计算机应用研究所） ； University of Chinese Academy of Sciences（中国科学院大学） ； Institute of Multidisciplinary Research for Advanced Materials (IMRAM), Tohoku University（东北大学多学科先进材料研究所） 纠错

专题命中 其他推理 ：CoT(abstract)；分类 cs.CL

LLMs Between the Nodes: Community Discovery Beyond Vectors

Ekta Gujral, Apurva Sinha

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

Identifying Hearing Difficulty Moments in Conversational Audio

Jack Collins, Adrian Buzea, Chris Collier, Alejandro Ballesta Rosen, Julian Maclaren, Richard F. Lyon, Simon Carlile

机构 * Google Research Australia（谷歌澳大利亚研究） 纠错

专题命中 其他推理 ：reasoning(abstract)

Short-LVLM: Compressing and Accelerating Large Vision-Language Models by Pruning Redundant Layers

Ji Ma, Wei Suo, Peng Wang, Yanning Zhang

机构 * Northwestern Polytechnical University（西北工业大学） ； National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology（集成空天地海大数据应用技术国家工程实验室） 纠错

专题命中 其他推理 ：reasoning(abstract)

Comments Accepted By ACM MM 25

Toward Safe, Trustworthy and Realistic Augmented Reality User Experience

Yanming Xiu

机构 * Department of Electrical and Computer Engineering, Duke University（电子工程系，杜克大学） 纠错

专题命中 其他推理 ：reasoning(abstract)

Comments 2 pages, 4 figures

Capturing Misalignment

Pierfrancesco Guarino, Gabriel Ziegler

专题命中 其他推理 ：reasoning(abstract)