Large Language Models

UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization ACL 2025 Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing ACL 2025 Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025 Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning AAAI 2025 Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025 Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach CVPR 2025 UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025 User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ACL 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 LLM Judgements for Sanity Checking Results and Reproducibility of Human Evaluations in NLP ACL 2025 UTSamuel at ArchEHR-QA 2025: A Clinical Question Answering System for Responding to Patient Portal Messages Using Generative AI ACL 2025 UTSA-NLP at ArchEHR-QA 2025: Improving EHR Question Answering via Self-Consistency Prompting ACL 2025 UvA-MT at WMT25 Evaluation Task: LLM Uncertainty as a Proxy for Translation Quality EMNLP 2025 UvA-MT’s Participation in the WMT25 General Translation Shared Task EMNLP 2025 Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025 Variable Extraction for Model Recovery in Scientific Literature NAACL 2025 Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs ACL 2025 VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions EMNLP 2025 VeriFastScore: Speeding up long-form factuality evaluation EMNLP 2025 VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos ACL 2025 VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection CVPR 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 Video Summarization with Large Language Models CVPR 2025