语言大模型 / LLM - arXivDaily 专题

2407.12830 2025-08-15 cs.CL cs.AI cs.LG 90%

Knowledge-based Consistency Testing of Large Language Models

Sai Sathiesh Rajan, Ezekiel Soremekun, Sudipta Chattopadhyay

机构 * Singapore University of Technology and Design, Singapore（新加坡科技设计大学）； Royal Holloway, University of London, UK（伦敦大学皇家霍洛威学院）

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 12 pages, 4 figures, 8 tables, Accepted at EMNLP 2024 Findings

2508.10018 2025-08-15 cs.CL cs.AI math.AT 90%

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models

Sridhar Mahadevan

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments 26 pages. arXiv admin note: text overlap with arXiv:2402.18732

2508.10486 2025-08-15 cs.AI 85%

SEQ-GPT: LLM-assisted Spatial Query via Example

Ivan Khai Ze Lim, Ningyi Liao, Yiming Yang, Gerald Wei Yong Yip, Siqiang Luo

机构 * Nanyang Technological University（南洋理工大学）

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2508.10032 2025-08-15 cs.CL cs.AI 85%

The Cost of Thinking: Increased Jailbreak Risk in Large Language Models

Fan Yang

机构 * Fan Yang

专题命中其他LLM ：large language model(title)；language model(title)；分类 cs.CL、cs.AI

2504.21589 2025-08-15 cs.CL cs.AI cs.DL 84%

DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing

Lisa Kluge, Maximilian Kähler

机构 * Deutsche Nationalbibliothek（德国国家图书馆）

专题命中其他LLM ：LLM(title,abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Comments 11 pages, 4 figures, submitted to SemEval-2025 workshop Task 5: LLMs4Subjects

Journal ref In Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), pages 1118-1128, Vienna, Austria. Association for Computational Linguistics

2506.11170 2025-08-15 cs.LG cs.AI 81%

PromptTSS: A Prompting-Based Approach for Interactive Multi-Granularity Time Series Segmentation

Ching Chang, Ming-Chih Lo, Wen-Chih Peng, Tien-Fu Chen

机构 * Computer Science（计算机科学）； National Yang Ming Chiao Tung University（国立阳明交通大学）

专题命中其他LLM ：prompting(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted at the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025)

2508.10295 2025-08-15 cs.CL 79%

Inductive Bias Extraction and Matching for LLM Prompts

Christian M. Angel, Francis Ferraro

机构 * Department of Computer Science and Electrical Engineering University of Maryland, Baltimore County（计算机科学与电气工程系马里兰大学巴尔的摩县）

专题命中其他LLM ：LLM(title,abstract)；分类 cs.CL

2508.10432 2025-08-15 cs.CV 78%

CRISP: Contrastive Residual Injection and Semantic Prompting for Continual Video Instance Segmentation

Baichen Liu, Qi Lyu, Xudong Wang, Jiahua Dong, Lianqing Liu, Zhi Han

机构 * State Key Laboratory of Robotics and Intelligent Systems, Shenyang Institute of Automation, Chinese Academy of Sciences（机器人与智能系统国家重点实验室，沈阳自动化研究所，中国科学院）； University of Chinese Academy of Sciences（中国科学院大学）； Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学）

专题命中其他LLM ：prompting(title,abstract)

2508.10414 2025-08-15 cs.HC cs.AI cs.SD eess.AS 77%

MCP2OSC: Parametric Control by Natural Language

Yuan-Yi Fan

机构 * Los Angeles, CA（洛杉矶, 加州）

专题命中其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2508.10272 2025-08-15 cs.CY 75%

Ask ChatGPT: Caveats and Mitigations for Individual Users of AI Chatbots

Chengen Wang, Murat Kantarcioglu

专题命中其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

2508.08052 2025-08-15 cs.LG cs.AI 73%

On Understanding of the Dynamics of Model Capacity in Continual Learning

Supriyo Chakraborty, Krishnan Raghavan

机构 * AI Foundations Capital One（AI基础资本一公司）； Mathematics and Computer Science（数学与计算机科学）； Argonne National Laboratory（阿贡国家实验室）

专题命中其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

2508.10039 2025-08-15 cs.CR cs.AI 70%

Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries

Wenqiang Wang, Yan Xiao, Hao Lin, Yangshijie Zhang, Xiaochun Cao

机构 * Shenzhen Campus of Sun Yat-sen University（中山大学深圳校区）； Peng Cheng Laboratory（鹏城实验室）； Lanzhou University（兰州大学）

专题命中其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

2406.04443 2025-08-15 cs.LG math.OC 70%

Clipping Improves Adam-Norm and AdaGrad-Norm when the Noise Is Heavy-Tailed

Savelii Chezhegov, Yaroslav Klyukin, Andrei Semenov, Aleksandr Beznosikov, Alexander Gasnikov, Samuel Horváth, Martin Takáč, Eduard Gorbunov

机构 * Moscow Institute of Physics and Technology, Russia（莫斯科物理技术学院）； Ivannikov Institute for System Programming RAS, Russia（伊万诺夫系统编程研究所）； Sber AI Lab, Russia（俄罗斯Sber人工智能实验室）； Innopolis University, Russia（因诺波利斯大学）； The Russian Presidential Academy of National Economy and Public Administration, Russia（俄罗斯总统经济与公共行政学院）； Skolkovo Institute of Science and Technology, Russia（斯克沃尔佐夫科学与技术研究所）； Mohamed bin Zayed University of Artificial Intelligence, UAE（穆罕默德·本·扎耶德人工智能大学）； Machine Learning and Optimization Laboratory (MLO), EPFL, Lausanne, Switzerland（机器学习与优化实验室（MLO），EPFL，拉瓦尔普勒斯，瑞士）

专题命中其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.LG

Comments ICML 2025. 65 pages, 12 figures. Changes in V3: extended results for the methods with coordinate-wise stepsizes and new experiments

2508.10732 2025-08-15 cs.LG cs.AI 62%

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares

Kejia Fan, Jianheng Tang, Zhirui Yang, Feijiang Han, Jiaxu Li, Run He, Yajiang Huang, Anfeng Liu, Houbing Herbert Song, Yunhuai Liu, Huiping Zhuang

专题命中其他LLM ：foundation model(abstract)；分类 cs.AI、cs.LG

Comments 9 pages, 4 figures, 2 tables

2508.10143 2025-08-15 cs.AI 57%

MCP-Orchestrated Multi-Agent System for Automated Disinformation Detection

Alexandru-Andrei Avram, Adrian Groza, Alexandru Lecu

机构 * Computer Science Department of the Faculty of Automation（自动化与计算机科学学院计算机科学系）； Computer Science Technical University of Cluj-Napoca（克鲁日-纳波卡技术大学计算机科学系）； European University of Technology (EUt+)（欧洲技术大学（EUt+））

专题命中其他LLM ：LLM(abstract)；分类 cs.AI

Comments 8 pages + 1 page references, 5 figures, 4 tables, Registered for the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2025, Timisoara

2505.20469 2025-08-15 cs.CV cs.AI 57%

CCL-LGS: Contrastive Codebook Learning for 3D Language Gaussian Splatting

Lei Tian, Xiaomin Li, Liqian Ma, Hao Yin, Zirui Zheng, Hefei Huang, Taiqing Li, Huchuan Lu, Xu Jia

机构 * Dalian University of Technology（大连理工大学）； ZMO AI Inc.（ZMO人工智能公司）

专题命中其他LLM ：language model(abstract)；分类 cs.AI

Comments ICCV 2025

2508.10543 2025-08-15 astro-ph.GA 50%

Dark Star Clusters or Ultra-Faint Dwarf galaxies? Revisiting UMa3/U1

Ali Rostami-Shirazi, Hosein Haghi, Akram Hasani Zonoozi, Pavel Kroupa

专题命中其他LLM ：prompting(abstract)

Comments 11 pages, 4 figures, 1 table. Accepted for publication in APJL

Journal ref The Astrophysical Journal Letters, Volume 989, year 2025, L14

2508.10232 2025-08-15 cs.CV 50%

CellSymphony: Deciphering the molecular and phenotypic orchestration of cells with single-cell pathomics

Paul H. Acosta, Pingjun Chen, Simon P. Castillo, Maria Esther Salvatierra, Yinyin Yuan, Xiaoxi Pan

机构 * Translational Molecular Pathology Department, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center（德克萨斯大学MD安德森癌症中心转化分子病理学部门）； Institute for Data Science in Oncology, The University of Texas MD Anderson Cancer Center（德克萨斯大学MD安德森癌症中心肿瘤数据科学研究所）

专题命中其他LLM ：foundation model(abstract)

1. 其他LLM 18 篇