2 papers
cs.AI2026
HintMR: Eliciting Stronger Mathematical Reasoning in Small Language Models
Jawad Hossain, Xiangyu Guo, Jiawei Zhou +1
Small language models (SLMs) often struggle with complex mathematical reasoning due to limited capacity to maintain long chains of intermediate steps and to recover from early erro…
cs.AI2025
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
Haoming Wang, Haoyang Zou, Huatong Song +109
The development of autonomous agents for graphical user interfaces (GUIs) presents major challenges in artificial intelligence. While recent advances in native agent models have sh…