University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校）

2511.08512 2025-11-12 cs.CV cs.LG

CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing

Leonie Bossemeyer, Samuel Heinrich, Grant Van Horn, Oisin Mac Aodha

机构 * University of Edinburgh（爱丁堡大学）； Cornell University（康奈尔大学）； UMass Amherst（马萨诸塞大学阿姆赫斯特分校）

Comments To appear at NeurIPS 2025 - Datasets and Benchmarks Track

2509.22315 2025-11-12 cs.AI cs.CL

PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning

Hieu Tran, Zonghai Yao, Nguyen Luong Tran, Zhichao Yang, Feiyun Ouyang, Shuo Han, Razieh Rahimi, Hong Yu

机构 * Center for Healthcare Organization and Implementation Research, VA Bedford Health Care（VA Bedford Health Care 医疗组织与实施研究中心）； Manning College of Information and Computer Sciences, University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校信息与计算机科学学院）； Miner School of Computer and Information Sciences, University of Massachusetts Lowell（马萨诸塞大学洛厄尔分校 Miner 信息与计算机科学学院）

Comments Proceedings of AAAI 2026

2511.07584 2025-11-12 cs.SE cs.AI cs.DC

SemanticForge: Repository-Level Code Generation through Semantic Knowledge Graphs and Constraint Satisfaction

Wuyang Zhang, Chenkai Zhang, Zhen Luo, Jianming Ma, Wangming Yuan, Chuqiao Gu, Chenwei Feng

机构 * Department of Elec.&Comp. Science, University of Massachusetts Amherst（马萨诸塞大学阿姆赫斯特分校电子与计算机科学系）； Department of Computer Sys. Engineering, Northeastern University（东北大学计算机系统工程系）； Department of Computer Science, George Mason University（乔治·梅森大学计算机科学系）； Department of Info. Networking Institude, Carnegie Mellon University（卡内基梅隆大学信息网络研究所）； Department of Computer & Mathematical Sciences, Auckland University of Technology（奥克兰理工大学计算机与数学科学系）

Journal ref INNO-PRESS: Journal of Emerging Applied AI, 2025