Large Language Models

Unraveling Misinformation Propagation in LLM Reasoning EMNLP 2025 Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning ACL 2025 Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025 Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming IJCAI 2025 Unsupervised Hallucination Detection by Inspecting Reasoning Processes EMNLP 2025 Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization ICCV 2025 Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing ACL 2025 Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension ACL 2025 Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders ACL 2025 Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning ICML 2025 Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025 Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach CVPR 2025 Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging ACL 2025 UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025 UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces ACL 2025 U-SAM: An Audio Language Model for Unified Speech, Audio, and Music Understanding Interspeech 2025 User-side Model Consistency Monitoring for Open Source Large Language Models Inference Services ACL 2025 Using Humor to Bypass Safety Guardrails in Large Language Models ACL 2025 Using Large Language Models to Perform MIPVU-Inspired Automatic Metaphor Detection ACL 2025 Using Linguistic Entrainment to Evaluate Large Language Models for Use in Cognitive Behavioral Therapy NAACL 2025 Using LLM Judgements for Sanity Checking Results and Reproducibility of Human Evaluations in NLP ACL 2025 Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification ACL 2025 Using LLMs to Advance Idiom Corpus Construction NAACL 2025 UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench ACL 2025 UTF: Under-trained Tokens as Fingerprints —— a Novel Approach to LLM Identification ACL 2025