Hallucinate or Memorize? The Two Sides of Probabilistic Learning in Large Language Models
机构 * Meijo University(名古屋大学)
专题命中 代码生成 :code generation(abstract);分类 cs.CL、cs.AI
AI 大模型
代码生成、软件工程智能体、程序修复、测试生成和开发者工具。
机构 * Meijo University(名古屋大学)
专题命中 代码生成 :code generation(abstract);分类 cs.CL、cs.AI
专题命中 代码生成 :code generation(abstract);分类 cs.CL、cs.LG
Comments 10 pages, 6 figures
机构 * FAIR at Meta(Meta 的 FAIR)
专题命中 代码生成 :code generation(abstract);分类 cs.AI、cs.LG
机构 * Centre for Theoretical Neuroscience(理论神经科学中心) ; David R. Cheriton School of Computer Science(大卫·R·切里顿计算机科学学院) ; University of Waterloo(滑铁库大学) ; Department of Philosophy(哲学系) ; Department of Systems Design Engineering(系统设计工程系)
专题命中 代码生成 :program synthesis(abstract);分类 cs.AI、cs.LG
专题命中 代码生成 :code generation(abstract);分类 cs.AI
Comments 9 pages, 5 figures, AAAI 2026
专题命中 代码生成 :code generation(abstract);分类 cs.AI
Comments 10 pages, 6 figures
机构 * Division of Computational Pathology, Department of Pathology \& Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA Indiana University Melvin ; Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA Department of Radiology \& Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA Department of Biostatistics \& Health Data Science, Indiana University School of Medicine, Indianapolis, IN, USA Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN, USA Department of Computer Science, Luddy School of Informatics, Computing ; Engineering, Indiana University, Indianapolis, IN, USA Corresponding authors: , , Equal senior authors
专题命中 代码评测 :repository(abstract);分类 cs.AI、cs.LG
专题命中 代码评测 :repository(abstract);分类 cs.AI、cs.LG
Comments Main content: 7 pages, 9 Figures, 3 Tables. Appendix: 4 pages, 6 Figures
专题命中 仓库级理解 :repository(abstract);分类 cs.CL
机构 * Shanghai AI Laboratory(上海人工智能实验室) ; Shanghai Jiao Tong University(上海交通大学) ; Tsinghua University(清华大学) ; Nanyang Technological University(南洋理工大学)
专题命中 仓库级理解 :repository(abstract)
专题命中 仓库级理解 :repository(abstract)
Comments 31 pages, 8 figures