large language model

SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression ICLR 2025 SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression NAACL 2025 SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering AAAI 2025 SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling ACL 2025 Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025 SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent COLING 2025 SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use NAACL 2025 SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks EMNLP 2025 SWIFT: A Scalable Lightweight Infrastructure for Fine-Tuning AAAI 2025 SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation EMNLP 2025 SwiftPrune: Hessian-Free Weight Pruning for Large Language Models EMNLP 2025 SwiLTra-Bench: The Swiss Legal Translation Benchmark ACL 2025 SwissADT: An Audio Description Translation System for Swiss Languages NAACL 2025 SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models NAACL 2025 Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection SemEval 2025 SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning NAACL 2025 SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine AAAI 2025 SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities EMNLP 2025 SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding CVPR 2025 Synergistic Augmentation: Enhancing Cross-Domain Zero-Shot Slot Filling with Small Model-Assisted Large Language Models ACL 2025 Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025 Synergizing LLMs with Global Label Propagation for Multimodal Fake News Detection ACL 2025 Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events ACL 2025 SynTab-LLaVA: Enhancing Multimodal Table Understanding with Decoupled Synthesis CVPR 2025 <SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025