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。

2025-09-17 至 2025-09-17 共收录 4 篇信号源：cs.CL, cs.AI, cs.LG

1. 逻辑推理 4 篇

2509.12611 2025-09-17 cs.AI 87%

Analogy-Driven Financial Chain-of-Thought (AD-FCoT): A Prompting Approach for Financial Sentiment Analysis

Anmol Singhal Navya Singhal

机构 * New York University（纽约大学）； University of Texas at Austin（德克萨斯大学奥斯汀分校）

专题命中逻辑推理：chain-of-thought(title,abstract)；reasoning(abstract)；CoT(abstract)；logical reasoning(abstract)

Comments IEEE AIxB 2025

2509.12645 2025-09-17 cs.AI cs.LO 86%

Large Language Models Imitate Logical Reasoning, but at what Cost?

Lachlan McGinness, Peter Baumgartner

机构 * Australian National University（澳大利亚国立大学）； Data61|CSIRO

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

Comments This work has been accepted as a main track paper for publication in the proceedings of the Australasian Joint Conference on Artificial Intelligence 2025 held in Canberra, Australia

2507.20999 2025-09-17 cs.LG cs.CL 82%

LoRA-PAR: A Flexible Dual-System LoRA Partitioning Approach to Efficient LLM Fine-Tuning

Yining Huang, Bin Li, Keke Tang, Meilian Chen

机构 * School of Politics and Public Administration, South China Normal University（华南师范大学政治与公共管理学院）； Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences（中国科学院深圳先进技术研究所）； University of Chinese Academy of Sciences（中国科学院大学）； Shenyang institute of computing technology, Chinese academy of sciences（中国科学院沈阳计算技术研究所）

专题命中逻辑推理：reasoning(abstract)；chain-of-thought(abstract)；CoT(abstract)；logical reasoning(abstract)

Comments 12 pages

2506.08171 2025-09-17 cs.SE cs.AI 57%

Worst-Case Symbolic Constraints Analysis and Generalisation with Large Language Models

Daniel Koh, Yannic Noller, Corina S. Pasareanu, Adrians Skapars, Youcheng Sun

机构 * Mohamed bin Zayed University of Artificial Intelligence（莫扎德·本·扎耶德人工智能大学）； Carnegie Mellon University（卡内基梅隆大学）； University of Manchester（曼彻斯特大学）

专题命中逻辑推理：reasoning(abstract)；分类 cs.AI