大模型推理能力

A Comparative Study of Neurosymbolic AI Approaches to Interpretable Logical Reasoning

Michael K. Chen

机构 * Raffles Institution（拉夫斯学院） 纠错

专题命中 逻辑推理 ：reasoning(title,abstract)；logical reasoning(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to NeSy 2025

Bridging LLMs and Symbolic Reasoning in Educational QA Systems: Insights from the XAI Challenge at IJCNN 2025

Long S. T. Nguyen, Khang H. N. Vo, Thu H. A. Nguyen, Tuan C. Bui, Duc Q. Nguyen, Thanh-Tung Tran, Anh D. Nguyen, Minh L. Nguyen, Fabien Baldacci, Thang H. Bui, Emanuel Di Nardo, Angelo Ciaramella, Son H. Le, Ihsan Ullah, Lorenzo Di Rocco, Tho T. Quan

机构 * URA Research Group, Ho Chi Minh City University of Technology (HCMUT), Vietnam ； Ho Chi Minh City International University (HCMIU), Vietnam ； University of South-Eastern Norway, Norway ； Japan Advanced Institute of Science ； Univ. Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800, F-33400 Talence, France ； University of Naples Parthenope, Italy ； VNU Information Technology Institute, Vietnam National University, Vietnam ； Visual Intelligence Lab, School of Computer Science \& Insight Center for Data Analyitcs, University of Galway, Ireland ； Sapienza University of Rome, Italy 纠错

专题命中 逻辑推理 ：reasoning(title,abstract)；分类 cs.CL、cs.AI

Comments The XAI Challenge @ TRNS-AI Workshop, IJCNN 2025: Explainable AI for Educational Question Answering. Website: https://sites.google.com/view/trns-ai/challenge/

AI4Research: A Survey of Artificial Intelligence for Scientific Research

Qiguang Chen, Mingda Yang, Libo Qin, Jinhao Liu, Zheng Yan, Jiannan Guan, Dengyun Peng, Yiyan Ji, Hanjing Li, Mengkang Hu, Yimeng Zhang, Yihao Liang, Yuhang Zhou, Jiaqi Wang, Zhi Chen, Wanxiang Che

机构 * LARG, Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology（哈尔滨工业大学大规模学习与推理中心，社会计算与交互机器人研究所以） ； School of Computer Science and Engineering, Central South University（中南大学计算机科学与工程学院） ； The University of Hong Kong（香港大学） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Princeton University（普林斯顿大学） ； Fudan University（复旦大学） ； Chinese University of Hong Kong（香港中文大学） ； ByteDance Seed (China)（字节跳动种子（中国）） 纠错

专题命中 逻辑推理 ：reasoning(abstract)；logical reasoning(abstract)；分类 cs.CL、cs.AI

Comments Preprint, Paper list is available at https://github.com/LightChen233/Awesome-AI4Research

MoKA: Mixture of Kronecker Adapters

Mohammadreza Sadeghi, Mahsa Ghazvini Nejad, MirHamed Jafarzadeh Asl, Yu Gu, Yuanhao Yu, Masoud Asgharian, Vahid Partovi Nia

专题命中 逻辑推理 ：reasoning(abstract)；分类 cs.CL、cs.AI、cs.LG

An Auditable Agent Platform For Automated Molecular Optimisation

Atabey Ünlü, Phil Rohr, Ahmet Celebi

机构 * DeltaWave 纠错

专题命中 逻辑推理 ：reasoning(abstract)；分类 cs.LG