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Unsupervised Hallucination Detection by Inspecting Reasoning Processes

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

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

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

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

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

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

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

arXiv:2408.15176v4 Announce Type: replace-cross Abstract: We present a unified framework for automatic multitrack music arrangement...

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