Large Language Models

SkyLLM: Cross-LLM-APIs Federation for Cost-effective Query Processing ACL 2025 Slamming: Training a Speech Language Model on One GPU in a Day ACL 2025 SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding CVPR 2025 SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025 Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models ACL 2025 SlimLLM: Accurate Structured Pruning for Large Language Models ICML 2025 SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models ICML 2025 SlimLM: An Efficient Small Language Model for On-Device Document Assistance ACL 2025 SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts EMNLP 2025 SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models EMNLP 2025 Small Language Models Also Work With Small Vocabularies: Probing the Linguistic Abilities of Grapheme- and Phoneme-Based Baby Llamas COLING 2025 Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference ACL 2025 Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025 SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection SemEval 2025 SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA AACL 2025 Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias COLING 2025 SocialCC: Interactive Evaluation for Cultural Competence in Language Agents ACL 2025 Soft Prompting for Unlearning in Large Language Models NAACL 2025 SOMAJGYAAN: A Dataset for Evaluating LLMs on Bangla Culture, Social Knowledge, and Low-Resource Language Adaptation IJCNLP 2025 Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging ICML 2025 Sources of Disagreement in Data for LLM Instruction Tuning COLING 2025 Span Labeling with Large Language Models: Shell vs. Meat ACL 2025 Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025 Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs EMNLP 2025 SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks EMNLP 2025