代码大模型 / AI 编程

VORTEX: Challenging CNNs at Texture Recognition by using Vision Transformers with Orderless and Randomized Token Encodings

Leonardo Scabini, Kallil M. Zielinski, Emir Konuk, Ricardo T. Fares, Lucas C. Ribas, Kevin Smith, Odemir M. Bruno

机构 * São Carlos Institute of Physics, University of São Paulo（圣保罗大学圣卡洛斯物理研究所） ； KTH Royal Institute of Technology（瑞典皇家理工学院） ； São Paulo State University（圣保罗州立大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation Learning

Hoang-Thang Ta, Anh Tran

机构 * Dalat University（大叻大学） ； FPT University（FPT大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.LG

Comments 25 pages

Disparities in LLM Reasoning Accuracy and Explanations: A Case Study on African American English

Runtao Zhou, Guangya Wan, Saadia Gabriel, Sheng Li, Alexander J Gates, Maarten Sap, Thomas Hartvigsen

机构 * University of Virginia（弗吉尼亚大学） ； University of California, Los Angeles（加利福尼亚大学洛杉矶分校） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments ARR Under Review, First two authors contribute equally

AI-based association analysis for medical imaging using latent-space geometric confounder correction

Xianjing Liu, Bo Li, Meike W. Vernooij, Eppo B. Wolvius, Gennady V. Roshchupkin, Esther E. Bron

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted by Medical Image Analysis

ReFocus: Reinforcing Mid-Frequency and Key-Frequency Modeling for Multivariate Time Series Forecasting

Guoqi Yu, Yaoming Li, Juncheng Wang, Xiaoyu Guo, Angelica I. Aviles-Rivero, Tong Yang, Shujun Wang

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Under Review

SEKI: Self-Evolution and Knowledge Inspiration based Neural Architecture Search via Large Language Models

Zicheng Cai, Yaohua Tang, Yutao Lai, Hua Wang, Zhi Chen, Hao Chen

机构 * Moore Threads AI（摩尔线程人工智能） ； GuangDong University of Technology（广东工业大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Programming Really Is Simple Mathematics

Bertrand Meyer, Reto Weber

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.PL

Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

Yanjun Gao, Ruizhe Li, Emma Croxford, John Caskey, Brian W Patterson, Matthew Churpek, Timothy Miller, Dmitriy Dligach, Majid Afshar

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments Published in JMIR AI

Academic case reports lack diversity: Assessing the presence and diversity of sociodemographic and behavioral factors related to Post COVID-19 Condition

Juan Andres Medina Florez, Shaina Raza, Rashida Lynn, Zahra Shakeri, Brendan T. Smith, Elham Dolatabadi

机构 * Dalla Lana School of Public Health, University of Toronto（多伦多大学达拉纳公共卫生学院） ； York University（约克大学） ； Vector Institute（矢量研究院） ； Public Health Ontario（安大略省公共卫生局） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Do Language Models Understand Time?

Xi Ding, Lei Wang

机构 * Australian National University（澳大利亚国立大学） ； Griffith University（格里菲斯大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted for publication in the Companion Proceedings of the ACM Web Conference (WWW Companion 2025)

Use of a Structured Knowledge Base Enhances Metadata Curation by Large Language Models

Sowmya S. Sundaram, Benjamin Solomon, Avani Khatri, Anisha Laumas, Purvesh Khatri, Mark A. Musen

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Towards Rationality in Language and Multimodal Agents: A Survey

Bowen Jiang, Yangxinyu Xie, Xiaomeng Wang, Yuan Yuan, Zhuoqun Hao, Xinyi Bai, Weijie J. Su, Camillo J. Taylor, Tanwi Mallick

机构 * University of Pennsylvania（宾夕法尼亚大学） ； Cornell University（康奈尔大学） ； Argonne National Laboratory（阿贡国家实验室） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments This paper has been accepted to the NAACL 2025 Main

Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction to Generation and Beyond

Kehan Guo, Yili Shen, Gisela Abigail Gonzalez-Montiel, Yue Huang, Yujun Zhou, Mihir Surve, Zhichun Guo, Prayel Das, Nitesh V Chawla, Olaf Wiest, Xiangliang Zhang

机构 * University of Notre Dame（圣母大学） ； University of Washington（华盛顿大学） ； IBM Thomas J Watson Research Center（IBM托马斯·J·沃森研究中心） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

The 2021 Tokyo Olympics Multilingual News Article Dataset

Erik Novak, Erik Calcina, Dunja Mladenić, Marko Grobelnik

机构 * Jožef Stefan Institute（约热·斯蒂芬研究所） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

LM2: Large Memory Models

Jikun Kang, Wenqi Wu, Filippos Christianos, Alex J. Chan, Fraser Greenlee, George Thomas, Marvin Purtorab, Andy Toulis

机构 * Convergence Labs Ltd.（康弗金思实验室有限公司） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Gradient-free variational learning with conditional mixture networks

Conor Heins, Hao Wu, Dimitrije Markovic, Alexander Tschantz, Jeff Beck, Christopher Buckley

机构 * VERSES AI Research Lab（VERSES AI研究实验室） ； Max Planck Institute of Animal Behavior（马克斯·普朗克动物行为研究所） ； Technische Universität Dresden（德累斯顿工业大学） ； University of Sussex（萨塞克斯大学） ； Duke University（杜克大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 16 pages main text (3 figures), including references. 9 pages supplementary material (5 figures). Accepted at NeurIPS Bayesian Decision Making and Uncertainty Workshop (2024): https://neurips.cc/virtual/2024/98879

Connections between Schedule-Free Optimizers, AdEMAMix, and Accelerated SGD Variants

Depen Morwani, Nikhil Vyas, Hanlin Zhang, Sham Kakade

机构 * Kempner Institute, Harvard University（哈佛大学肯普纳研究所） ； Department of Computer Science, Harvard University（哈佛大学计算机科学系） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Analysis of Student-LLM Interaction in a Software Engineering Project

Agrawal Naman, Ridwan Shariffdeen, Guanlin Wang, Sanka Rasnayaka, Ganesh Neelakanta Iyer

机构 * School of Computing, National University of Singapore（新加坡国立大学计算机学院） 纠错

专题命中 仓库级理解 ：code generation(abstract)；分类 cs.SE、cs.AI

Comments 8 pages

SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition

Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian Mishara

机构 * University of Québec (TÉLUQ)（魁北克大学（TÉLUQ）） ； Concordia University（康考迪亚大学） ； University of Québec at Montréal（蒙特利尔魁北克大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments Published in: IEEE Transactions on Affective Computing

A Multi-Layered Large Language Model Framework for Disease Prediction

Malak Mohamed, Rokaia Emad, Ali Hamdi

机构 * Faculty of Computer Science, MSA University（MSA大学计算机科学学院） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Docling: An Efficient Open-Source Toolkit for AI-driven Document Conversion

Nikolaos Livathinos, Christoph Auer, Maksym Lysak, Ahmed Nassar, Michele Dolfi, Panos Vagenas, Cesar Berrospi Ramis, Matteo Omenetti, Kasper Dinkla, Yusik Kim, Shubham Gupta, Rafael Teixeira de Lima, Valery Weber, Lucas Morin, Ingmar Meijer, Viktor Kuropiatnyk, Peter W. J. Staar

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.CL

Comments Accepted to AAAI 25: Workshop on Open-Source AI for Mainstream Use

DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale

Linghao Zhang, Junhao Wang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Jiaheng Wen, Chengxing Xie, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

机构 * Microsoft（微软公司） ； Wuhan University（武汉大学） ； Tongji University（同济大学） ； Shanghai AI Laboratory（上海人工智能实验室） ； Zhejiang University（浙江大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.CL

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications

Ofir Marom

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments 15 pages, 7 figures

Real-Time Textless Dialogue Generation

Long Mai, Julie Carson-Berndsen

机构 * School of Computer Science（计算机科学学院） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Retrieval-Augmented Generation with Graphs (GraphRAG)

Haoyu Han, Yu Wang, Harry Shomer, Kai Guo, Jiayuan Ding, Yongjia Lei, Mahantesh Halappanavar, Ryan A. Rossi, Subhabrata Mukherjee, Xianfeng Tang, Qi He, Zhigang Hua, Bo Long, Tong Zhao, Neil Shah, Amin Javari, Yinglong Xia, Jiliang Tang

机构 * Michigan State University（密歇根州立大学） ； University of Oregon（俄勒冈大学） ； Pacific Northwest National Laboratory（太平洋西北国家实验室） ； Adobe Research（奥多比研究院） ； Hippocratic AI（希波克拉底人工智能公司） ； Amazon（亚马逊公司） ； Meta ； Snap Inc.（斯纳普公司） ； The Home Depot（家得宝公司） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.LG

Investigating the Impact of Data Selection Strategies on Language Model Performance

Jiayao Gu, Liting Chen, Yihong Li

机构 * McGill University（麦吉尔大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.LG

Comments 7 pages, 1 figure

Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning

Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.LG

Comments NAACL-HLT 2022 Industry Track

Journal ref Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track

Distilled Lifelong Self-Adaptation for Configurable Systems

Yulong Ye, Tao Chen, Miqing Li

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.AI

Comments Accepted by the 2025 International Conference on Software Engineering (ICSE 2025)

From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs

Ratnesh Kumar Joshi, Sagnik Sengupta, Asif Ekbal

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments 14 Pages, 5 Tables, 2 figures

Trust Calibration in IDEs: Paving the Way for Widespread Adoption of AI Refactoring

Markus Borg

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.AI

Comments Accepted for publication in the Proc. of the 2nd Workshop on Integrated Development Environments, 2025