Large Language Models

TriLLaMa at CQs-Gen 2025: A Two-Stage LLM-Based System for Critical Question Generation ACL 2025 TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs ACL 2025 Truth Behind the Scene: Designing Evaluations Benchmarks to Assess LLMs’ Task-Specific Understanding over Test-Taking Strategies AAAI 2025 TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 2025 Tulun: Transparent and Adaptable Low-resource Machine Translation ACL 2025 TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route EMNLP 2025 UAlign: LLM Alignment Benchmark for the Ukrainian Language ACL 2025 uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text SemEval 2025 UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning NAACL 2025 Uncertainty-Aware Contrastive Decoding ACL 2025 Uncertainty in Semantic Language Modeling with PIXELS EMNLP 2025 Understanding and Improving Information Preservation in Prompt Compression for LLMs EMNLP 2025 Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From EMNLP 2025 Understanding Reference Policies in Direct Preference Optimization NAACL 2025 Understanding Silent Data Corruption in LLM Training ACL 2025 Understanding Subword Compositionality of Large Language Models EMNLP 2025 Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025 Unified Molecule-Text Language Model with Discrete Token Representation IJCAI 2025 UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025 Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models ACL 2025 UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation ACL 2025 UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing CVPR 2025 UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025 UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025 UnrealLLM: Towards Highly Controllable and Interactable 3D Scene Generation by LLM-powered Procedural Content Generation ACL 2025