Large Language Models

SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes ACL 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 Slim-SC: Thought Pruning for Efficient Scaling with Self-Consistency EMNLP 2025 SLOT: Structuring the Output of Large Language Models EMNLP 2025 Small Changes, Big Impact: How Manipulating a Few Neurons Can Drastically Alter LLM Aggression ACL 2025 Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts IJCNLP 2025 Smaller Large Language Models Can Do Moral Self-Correction NAACL 2025 Smarter, Not Harder: Training-Free Adaptive Computation for Transformers ACL 2025 SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback ICLR 2025 Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning EMNLP 2025 SMART: Self-Aware Agent for Tool Overuse Mitigation ACL 2025 SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction EMNLP 2025 SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025 Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025 Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning NAACL 2025 Snap Out of It: A Dual-Process Approach to Mitigating Overthinking in Language Model Reasoning ACL 2025 SNAP: Semantic Stories for Next Activity Prediction AAAI 2025 SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services ICML 2025 Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025 SocialCC: Interactive Evaluation for Cultural Competence in Language Agents ACL 2025 SocialEval: Evaluating Social Intelligence of Large Language Models ACL 2025 SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models EMNLP 2025 SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs ACL 2025