Machine Learning · Computer Science
ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoning
Wanghan Xu, Yuhao Zhou, Hengyuan Zhao, Shuo Li +7
2026-05-20
Machine Learning · Computer Science
Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee
Flint Xiaofeng Fan, Yining Ma, Zhongxiang Dai, Wei Jing +2
2022-11-04
Computation and Language · Computer Science
InFoBench: Evaluating Instruction Following Ability in Large Language Models
Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao +6
2024-01-09
Computation and Language · Computer Science
Fairness Metric Design Exploration in Multi-Domain Moral Sentiment Classification using Transformer-Based Models
Battemuulen Naranbat, Seyed Sahand Mohammadi Ziabari, Yousuf Nasser Al Husaini, Ali Mohammed Mansoor Alsahag
2025-10-14
Artificial Intelligence · Computer Science
OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning
Yuxiang Zhang, Yuqi Yang, Jiangming Shu, Yuhang Wang +2
2024-12-24
Machine Learning · Computer Science
Towards Robust Endogenous Reasoning: Unifying Drift Adaptation in Non-Stationary Tuning
Xiaoyu Yang, En Yu, Wei Duan, Jie Lu
2026-04-20
Computation and Language · Computer Science
AI-generated text boundary detection with RoFT
Laida Kushnareva, Tatiana Gaintseva, German Magai, Serguei Barannikov +5
2024-09-05
Machine Learning · Computer Science
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting
Muxi Diao, Lele Yang, Wuxuan Gong, Yutong Zhang +5
2026-01-06
Artificial Intelligence · Computer Science
SHACL Constraints with Inference Rules
Paolo Pareti, George Konstantinidis, Timothy J. Norman, Murat Şensoy
2020-08-10
Software Engineering · Computer Science
A transfer learning approach for automatic conflicts detection in software requirement sentence pairs based on dual encoders
Yizheng Wang, Tao Jiang, Jinyan Bai, Zhengbin Zou +3
2025-12-01
Distributed, Parallel, and Cluster Computing · Computer Science
Asynchronous Fault-Tolerant Language Decidability for Runtime Verification of Distributed Systems
Armando Castañeda, Gilde Valeria Rodríguez
2025-06-03
Computation and Language · Computer Science
A Framework for Evaluation of Machine Reading Comprehension Gold Standards
Viktor Schlegel, Marco Valentino, André Freitas, Goran Nenadic +1
2020-03-11
Computation and Language · Computer Science
Teaching Models to Verbalize Reward Hacking in Chain-of-Thought Reasoning
Miles Turpin, Andy Arditi, Marvin Li, Joe Benton +1
2025-07-15
Machine Learning · Computer Science
ReasonIF: Large Reasoning Models Fail to Follow Instructions During Reasoning
Yongchan Kwon, Shang Zhu, Federico Bianchi, Kaitlyn Zhou +1
2025-10-20
Artificial Intelligence · Computer Science
The Reasoning Boundary Paradox: How Reinforcement Learning Constrains Language Models
Phuc Minh Nguyen, Chinh D. La, Duy M. H. Nguyen, Nitesh V. Chawla +2
2025-10-03
Computation and Language · Computer Science
Safe Reinforcement Learning with Natural Language Constraints
Tsung-Yen Yang, Michael Hu, Yinlam Chow, Peter J. Ramadge +1
2021-08-05
Systems and Control · Electrical Eng. & Systems
Bridging the Gap: Applying Assurance Arguments to MIL-HDBK-516C Certification of a Neural Network Control System with ASIF Run Time Assurance Architecture
Jonathan Rowanhill, Ashlie B. Hocking, Aditya Zutshi, Kerianne L. Hobbs
2023-03-29