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。

2025-09-04 至 2025-09-04 共收录 3 篇信号源：cs.CL, cs.AI, cs.LG

1. 复杂问题求解 3 篇

2508.19855 2025-09-04 cs.IR 78%

Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

Junnan Dong, Siyu An, Yifei Yu, Qian-Wen Zhang, Linhao Luo, Xiao Huang, Yunsheng Wu, Di Yin, Xing Sun

专题命中复杂问题求解：reasoning(title,abstract)

Comments 19 pages, 7 figures, 6 tables

2508.11133 2025-09-04 cs.CL cs.AI cs.DB 76%

MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents

Tomer Wolfson, Harsh Trivedi, Mor Geva, Yoav Goldberg, Dan Roth, Tushar Khot, Ashish Sabharwal, Reut Tsarfaty

机构 * University of Pennsylvania（宾夕法尼亚大学）； Allen Institute for AI（人工智能研究院）； Tel Aviv University（特拉维夫大学）； Bar-Ilan University（巴伊兰大学）； Oracle AI（Oracle人工智能）

专题命中复杂问题求解：reasoning(title)；分类 cs.CL、cs.AI

Comments Accepted for publication in Transactions of the Association for Computational Linguistics (TACL), 2025. Authors pre-print

2406.09701 2025-09-04 cs.SE 67%

Towards Explainable Vulnerability Detection with Large Language Models

Qiheng Mao, Zhenhao Li, Xing Hu, Kui Liu, Xin Xia, Jianling Sun

专题命中复杂问题求解：chain-of-thought(abstract)；CoT(abstract)