语言大模型 / LLM - arXivDaily 专题

2511.15375 2025-11-20 cs.LG cs.AI 86%

Parameter Importance-Driven Continual Learning for Foundation Models

Lingxiang Wang, Hainan Zhang, Zhiming Zheng

机构 * Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University（未来区块链与隐私计算先进创新中心，北京航空航天大学）； School of Artificial Intelligence, Beihang University（人工智能学院，北京航空航天大学）

专题命中预训练与数据：foundation model(title,abstract)；language model(abstract)；post-training(abstract)；分类 cs.AI、cs.LG

2511.14769 2025-11-20 cs.IR cs.AI cs.CL cs.LG 80%

Cluster-based Adaptive Retrieval: Dynamic Context Selection for RAG Applications

Yifan Xu, Vipul Gupta, Rohit Aggarwal, Varsha Mahadevan, Bhaskar Krishnamachari

机构 * University of Southern California（美国南加州大学）

专题命中预训练与数据：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

2511.14334 2025-11-20 cs.AI cs.LG 73%

When Words Change the Model: Sensitivity of LLMs for Constraint Programming Modelling

Alessio Pellegrino, Jacopo Mauro

专题命中预训练与数据：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

2511.14806 2025-11-20 q-bio.GN cs.AI cs.LG 73%

MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging

Siyuan Li, Kai Yu, Anna Wang, Zicheng Liu, Chang Yu, Jingbo Zhou, Qirong Yang, Yucheng Guo, Xiaoming Zhang, Stan Z. Li

专题命中预训练与数据：language model(abstract)；foundation model(abstract)；分类 cs.AI、cs.LG

Comments AAAI 2026 (Oral Presentation) Preprint

2511.09197 2025-11-20 cs.CL 70%

The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages

Francois Meyer, Jan Buys

机构 * Department of Computer Science University of Cape Town（计算机科学系哥伦比亚大学）

专题命中预训练与数据：language model(abstract)；pretraining(abstract)；分类 cs.CL

2511.15145 2025-11-20 eess.AS cs.SD 67%

Auden-Voice: General-Purpose Voice Encoder for Speech and Language Understanding

Mingyue Huo, Wei-Cheng Tseng, Yiwen Shao, Hao Zhang, Dong Yu

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； University of Texas at Austin（德克萨斯大学奥斯汀分校）； Tencent AI Lab, USA（腾讯AI实验室（美国））

专题命中预训练与数据：language model(abstract)；pretraining(abstract)

Comments Submitted to ICASSP2026

2511.03601 2025-11-20 cs.CL cs.AI cs.HC cs.SD eess.AS 62%

Step-Audio-EditX Technical Report

Chao Yan, Boyong Wu, Peng Yang, Pengfei Tan, Guoqiang Hu, Li Xie, Yuxin Zhang, Xiangyu, Zhang, Fei Tian, Xuerui Yang, Xiangyu Zhang, Daxin Jiang, Shuchang Zhou, Gang Yu

机构 * StepFun

专题命中预训练与数据：LLM(abstract)；分类 cs.CL、cs.AI

2505.21117 2025-11-20 cs.CV 50%

ReassembleNet: Learnable Keypoints and Diffusion for 2D Fresco Reconstruction

Adeela Islam, Stefano Fiorini, Stuart James, Pietro Morerio, Alessio Del Bue

机构 * Fondazione Istituto Italiano di Tecnologia（意大利技术研究院）； University of Genova（热那亚大学）； Durham University（杜伦大学）

专题命中预训练与数据：pretraining(abstract)

2511.14901 2025-11-20 cs.CV 50%

FarSLIP: Discovering Effective CLIP Adaptation for Fine-Grained Remote Sensing Understanding

Zhenshi Li, Weikang Yu, Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao, Pedram Ghamisi, Xiao Xiang Zhu

机构 * Nanjing University（南京大学）； Technical University of Munich（慕尼黑技术大学）； Helmholtz-Zentrum Dresden-Rossendorf（德累斯顿-罗斯托克亥姆霍兹中心）

专题命中预训练与数据：pretraining(abstract)

2511.14884 2025-11-20 cs.CV 50%

GeoSceneGraph: Geometric Scene Graph Diffusion Model for Text-guided 3D Indoor Scene Synthesis

Antonio Ruiz, Tao Wu, Andrew Melnik, Qing Cheng, Xuqin Wang, Lu Liu, Yongliang Wang, Yanfeng Zhang, Helge Ritter

机构 * Huawei Technologies（华为技术有限公司）； Center for Cognitive Interaction Technology (CITEC), Bielefeld University（认知交互技术中心（CITEC），比勒菲尔德大学）

专题命中预训练与数据：language model(abstract)

1. 预训练与数据 10 篇