AI 大模型

大模型推理能力

大模型数学、逻辑、规划、多步推理和测试时计算能力。

2025-10-29 至 2025-10-29 共收录 3 篇信号源：cs.CL, cs.AI, cs.LG

1. 逻辑推理 3 篇

2510.24476 2025-10-29 cs.CL cs.AI 81%

Mitigating Hallucination in Large Language Models (LLMs): An Application-Oriented Survey on RAG, Reasoning, and Agentic Systems

Yihan Li, Xiyuan Fu, Ghanshyam Verma, Paul Buitelaar, Mingming Liu

机构 * Electronic Information School, Wuhan University（武汉大学电子信息学院）； School of Computing, Dublin City University（都柏林城市大学计算机学院）； School of Public Health, Wuhan University（武汉大学公共卫生学院）； Insight Centre for Data Analytics, University of Galway（Galway大学数据分析研究中心）； Insight Centre for Data Analytics, Dublin City University（都柏林城市大学数据分析研究中心）

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

Comments 25 pages, 7 figures, 3 tables

2510.23682 2025-10-29 cs.LG cs.AI cs.LO cs.SE 62%

Beyond Prompt Engineering: Neuro-Symbolic-Causal Architecture for Robust Multi-Objective AI Agents

Gokturk Aytug Akarlar

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

Comments 35 pages, 15 figures, 2 tables. Keywords: Large Language Models, Autonomous Agents, Neuro-Symbolic AI, Causal Inference, Formal Verification, Multi-Objective Optimization. Open-source code and interactive demo available

2510.24051 2025-10-29 cs.CL 57%

Pie: A Programmable Serving System for Emerging LLM Applications

In Gim, Zhiyao Ma, Seung-seob Lee, Lin Zhong

机构 * Yale University（耶鲁大学）

专题命中逻辑推理：reasoning(abstract)；分类 cs.CL

Comments SOSP 2025. Source code available at https://github.com/pie-project/pie