Trusted Uncertainty in Large Language Models: A Unified Framework for Confidence Calibration and Risk-Controlled Refusal
9 月 3, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2509.01455v1 Announce Type: new Abstract: Deployed language models must decide not only what to answer...
Truncated Step-Level Sampling with Process Rewards for Retrieval-Augmented Reasoning
4 月 3, 2026admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2602.23440v3 Announce Type: replace Abstract: Reinforcement learning has emerged as an effective paradigm for training...
Trump’s mass firing just dealt another blow to American science
5 月 1, 2026admin NUAI,Committee,新闻,Uncategorized(0)This past week delivered another gut punch for science in the US. This time, the...
Trump’s AI protectionism has come for robotics
8 月 3, 2026admin NUAI,Committee,新闻,Uncategorized(0)This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories...
Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models
7 月 15, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2505.17826v2 Announce Type: replace-cross Abstract: Trinity-RFT is a general-purpose, unified and easy-to-use framework designed for...
TRIM: Token-wise Attention-Derived Saliency for Data-Efficient Instruction Tuning
1 月 29, 2026admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2510.07118v2 Announce Type: replace Abstract: Instruction tuning is essential for aligning large language models (LLMs)...
Treating enterprise AI as an operating layer
4 月 16, 2026admin NUAI,Committee,新闻,Uncategorized(0)There’s a fault line running through enterprise AI, and it’s not the one getting the...
Transforming Wearable Data into Personal Health Insights using Large Language Model Agents
9 月 1, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2406.06464v3 Announce Type: replace-cross Abstract: Deriving personalized insights from popular wearable trackers requires complex numerical...
Transferring Expert Cognitive Models to Social Robots via Agentic Concept Bottleneck Models
8 月 7, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2508.03998v1 Announce Type: new Abstract: Successful group meetings, such as those implemented in group behavioral-change...
