13 citations · 16 across the 3 of their papers we have counts for
3 papers
cs.LG2025
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce
Wei Xiong, Jiarui Yao, Yuhui Xu +8
Reinforcement learning (RL) has become a prevailing approach for fine-tuning large language models (LLMs) on complex reasoning tasks. Among recent methods, GRPO stands out for its…
cs.CV2024★ 3 cited
Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions
Renjie Pi, Jianshu Zhang, Jipeng Zhang +3
Image description datasets play a crucial role in the advancement of various applications such as image understanding, text-to-image generation, and text-image retrieval. Currently…
cs.AI2024★ 13 cited
Gradient based Feature Attribution in Explainable AI: A Technical Review
Yongjie Wang, Tong Zhang, Xu Guo +1
The surge in black-box AI models has prompted the need to explain the internal mechanism and justify their reliability, especially in high-stakes applications, such as healthcare a…