Trusted Uncertainty in Large Language Models: A Unified Framework for Confidence Calibration and Risk-Controlled Refusal
9月 3, 2025admin NUAI,Committee,ニュース,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,ニュース,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,ニュース,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,ニュース,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,ニュース,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,ニュース,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,ニュース,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,ニュース,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,ニュース,Uncategorized(0)arXiv:2508.03998v1 Announce Type: new Abstract: Successful group meetings, such as those implemented in group behavioral-change...
