代码大模型 / AI 编程

Breast Cancer Classification Using Gradient Boosting Algorithms Focusing on Reducing the False Negative and SHAP for Explainability

João Manoel Herrera Pinheiro, Marcelo Becker

专题命中 代码评测 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 9 pages, 16 figures

Journal ref Inteligencia Artificial, 28(75) (2025), 63-80

Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science

Peter Jansen, Samiah Hassan, Ruoyao Wang

机构 * University of Arizona（亚利桑那大学） ； Allen Institute for Artificial Intelligence（人工智能 Allen 机构） 纠错

专题命中 代码评测 ：code generation(abstract)；分类 cs.CL、cs.AI

Comments 9 pages (Accepted to EMNLP 2025)

LLaSA: A Sensor-Aware LLM for Natural Language Reasoning of Human Activity from IMU Data

Sheikh Asif Imran, Mohammad Nur Hossain Khan, Subrata Biswas, Bashima Islam

机构 * Worcester Polytechnic Institute（沃斯特理工大学） 纠错

专题命中 代码评测 ：repository(abstract)；分类 cs.CL

Scaling Low-Resource MT via Synthetic Data Generation with LLMs

Ona de Gibert, Joseph Attieh, Teemu Vahtola, Mikko Aulamo, Zihao Li, Raúl Vázquez, Tiancheng Hu, Jörg Tiedemann

机构 * University of Helsinki（赫尔辛基大学） ； University of Cambridge（剑桥大学） 纠错

专题命中 代码评测 ：repository(abstract)；分类 cs.CL

Comments Accepted at EMNLP 2025 Main Conference

DeCoMa: Detecting and Purifying Code Dataset Watermarks through Dual Channel Code Abstraction

Yuan Xiao, Yuchen Chen, Shiqing Ma, Haocheng Huang, Chunrong Fang, Yanwei Chen, Weisong Sun, Yunfeng Zhu, Xiaofang Zhang, Zhenyu Chen

专题命中 代码评测 ：code model(abstract)；分类 cs.SE

Comments Accepted to ISSTA 2025. Code is available at https://github.com/xiaoyuanpigo/DeCoMa

Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and Prompts

Xuyang Wu, Yuan Wang, Hsin-Tai Wu, Zhiqiang Tao, Yi Fang

机构 * Santa Clara University（圣克拉拉大学） ； DOCOMO Innovations, Inc.（DOCOMO创新公司） ； Rochester Institute of Technology（罗切斯特理工学院） 纠错

专题命中 代码评测 ：repository(abstract)；分类 cs.CL

Comments EMNLP Findings

"Digital Camouflage": The LLVM Challenge in LLM-Based Malware Detection

Ekin Böke, Simon Torka

专题命中 代码评测 ：repository(abstract)