Unsupervised Hallucination Detection by Inspecting Reasoning Processes
9 月 15, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2509.10004v1 Announce Type: new Abstract: Unsupervised hallucination detection aims to identify hallucinated content generated by...
Unsloth vs Axolotl vs TRL vs LLaMA-Factory: A Fine-Tuning Framework Comparison on Speed, VRAM, and Multi-GPU
7 月 22, 2026admin NUAI,Committee,新闻,Uncategorized(0)Four open source projects dominate LLM fine-tuning today. Unsloth, Axolotl, TRL, and LLaMA-Factory all wrap...
Unplug and Play Language Models: Decomposing Experts in Language Models at Inference Time
8 月 22, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2404.11916v3 Announce Type: replace Abstract: Enabled by large-scale text corpora with huge parameters, pre-trained language...
Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning
7 月 1, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2506.23127v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated remarkable capabilities across various...
Unlearned but Not Forgotten: Data Extraction after Exact Unlearning in LLM
10 月 23, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2505.24379v3 Announce Type: replace-cross Abstract: Large Language Models are typically trained on datasets collected from...
Universal Adversarial Suffixes Using Calibrated Gumbel-Softmax Relaxation
12 月 10, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2512.08123v1 Announce Type: new Abstract: Language models (LMs) are often used as zero-shot or few-shot...
Unique Hard Attention: A Tale of Two Sides
6 月 4, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2503.14615v2 Announce Type: replace-cross Abstract: Understanding the expressive power of transformers has recently attracted attention...
Unifying Symbolic Music Arrangement: Track-Aware Reconstruction and Structured Tokenization
9 月 29, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2408.15176v4 Announce Type: replace-cross Abstract: We present a unified framework for automatic multitrack music arrangement...
Uni-MoE-2.0-Omni: An Open Qwen2.5-7B Based Omnimodal MoE for Text, Image, Audio and Video Understanding
11 月 18, 2025admin NUAI,Committee,新闻,Uncategorized(0)How do you build one open model that can reliably understand text, images, audio and...
