代码大模型 / AI 编程

GLaMoR: Consistency Checking of OWL Ontologies using Graph Language Models

Justin Mücke, Ansgar Scherp

机构 * Ulm University（乌尔姆大学） 纠错

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

The Rise of Small Language Models in Healthcare: A Comprehensive Survey

Muskan Garg, Shaina Raza, Shebuti Rayana, Xingyi Liu, Sunghwan Sohn

机构 * Artificial Intelligence & Informatics, Mayo Clinic（人工智能与信息学，梅奥诊所） ； Vector Institute（向量研究所） ； SUNY at Old Westbury（纽约旧西伯里州立大学） 纠错

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

Comments 35 pages, 7 tables, 5 figures

A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions

Emre Can Acikgoz, Cheng Qian, Hongru Wang, Vardhan Dongre, Xiusi Chen, Heng Ji, Dilek Hakkani-Tür, Gokhan Tur

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

Open-Medical-R1: How to Choose Data for RLVR Training at Medicine Domain

Zhongxi Qiu, Zhang Zhang, Yan Hu, Heng Li, Jiang Liu

机构 * Research Institute of Trustworthy Autonomous Systems（可信自主系统研究 institute） 纠错

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

Comments 15 figures

Building AI Service Repositories for On-Demand Service Orchestration in 6G AI-RAN

Yun Tang, Mengbang Zou, Udhaya Chandhar Srinivasan, Obumneme Umealor, Dennis Kevogo, Benjamin James Scott, Weisi Guo

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

Comments 6 pages, three figures, one table, submitted to IEEE GlobeCOM 2025 for possible publication

ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke

Jingxi Xu, Runsheng Wang, Siqi Shang, Ava Chen, Lauren Winterbottom, To-Liang Hsu, Wenxi Chen, Khondoker Ahmed, Pedro Leandro La Rotta, Xinyue Zhu, Dawn M. Nilsen, Joel Stein, Matei Ciocarlie

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

Comments 8 pages; accepted to RA-L in November 2024; published at RA-L in February 2025

A Survey on Mixture of Experts in Large Language Models

Weilin Cai, Juyong Jiang, Fan Wang, Jing Tang, Sunghun Kim, Jiayi Huang

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

Comments The first three authors contributed equally to this work; Accepted by TKDE

Journal ref IEEE Transactions on Knowledge and Data Engineering (TKDE) 2025

Times2D: Multi-Period Decomposition and Derivative Mapping for General Time Series Forecasting

Reza Nematirad, Anil Pahwa, Balasubramaniam Natarajan

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

Comments Accepted at the AAAI 2025 Conference on Artificial Intelligence

Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models

Rui Wang, Hongru Wang, Boyang Xue, Jianhui Pang, Shudong Liu, Yi Chen, Jiahao Qiu, Derek Fai Wong, Heng Ji, Kam-Fai Wong

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

Comments In Progress; Paper list Repo: https://github.com/DevoAllen/Awesome-Reasoning-Economy-Papers

QUAD: Quantization and Parameter-Efficient Tuning of LLM with Activation Decomposition

Yuxuan Hu, Xiaodong Chen, Cuiping Li, Hong Chen, Jing Zhang

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

Comments 18 pages, 8 figures, 8 tables

ConSol: Sequential Probability Ratio Testing to Find Consistent LLM Reasoning Paths Efficiently

Jaeyeon Lee, Guantong Qi, Matthew Brady Neeley, Zhandong Liu, Hyun-Hwan Jeong

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

MobilePlantViT: A Mobile-friendly Hybrid ViT for Generalized Plant Disease Image Classification

Moshiur Rahman Tonmoy, Md. Mithun Hossain, Nilanjan Dey, M. F. Mridha

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

Comments Submitted to a journal for peer-review under IEEE Transactions series

"Moralized" Multi-Step Jailbreak Prompts: Black-Box Testing of Guardrails in Large Language Models for Verbal Attacks

Libo Wang

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

Comments This paper has been submitted to Nature Machine Intelligence and OpenReview preprints. It has 7 pages of text, 3 figures, and 3 tables

BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks

Juan Rodriguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte, François Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-André Noël, Mats Leon Richter, Saverio Vadacchino, Shubham Agarwal, Sanket Biswas, Sara Shanian, Ying Zhang, Noah Bolger, Kurt MacDonald, Simon Fauvel, Sathwik Tejaswi, Srinivas Sunkara, Joao Monteiro, Krishnamurthy DJ Dvijotham, Torsten Scholak, Nicolas Chapados, Sepideh Kharagani, Sean Hughes, M. Özsu, Siva Reddy, Marco Pedersoli, Yoshua Bengio, Christopher Pal, Issam Laradji, Spandana Gella, Perouz Taslakian, David Vazquez, Sai Rajeswar

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

Comments The project is hosted at https://bigdocs.github.io

Journal ref ICLR 2025 https://openreview.net/forum?id=UTgNFcpk0j

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Fangyu Lei, Jixuan Chen, Yuxiao Ye, Ruisheng Cao, Dongchan Shin, Hongjin Su, Zhaoqing Suo, Hongcheng Gao, Wenjing Hu, Pengcheng Yin, Victor Zhong, Caiming Xiong, Ruoxi Sun, Qian Liu, Sida Wang, Tao Yu

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

Comments ICLR 2025 Oral

Automated Mapping of Vulnerability Advisories onto their Fix Commits in Open Source Repositories

Daan Hommersom, Antonino Sabetta, Bonaventura Coppola, Dario Di Nucci, Damian A. Tamburri

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

Quantization for OpenAI's Whisper Models: A Comparative Analysis

Allison Andreyev

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

Comments 7 pages

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

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

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

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

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

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

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

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

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