Large Language Models

Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation NAACL 2025 Large Language Models are Demonstration Pre-Selectors for Themselves ICML 2025 Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis NAACL 2025 Large Language Models Are Overparameterized Text Encoders NAACL 2025 Large Language Models as a Normalizer for Transliteration and Dialectal Translation COLING 2025 Large Language Models as Reader for Bias Detection EMNLP 2025 Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements EMNLP 2025 Large Language Models based ASR Error Correction for Child Conversations Interspeech 2025 Large Language Models Discriminate Against Speakers of German Dialects EMNLP 2025 Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025 Large Language Models Enhanced Personalized Graph Neural Architecture Search in Federated Learning AAAI 2025 Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025 Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition EMNLP 2025 Large Language Models for Education: Understanding the Needs of Stakeholders, Current Capabilities and the Path Forward ACL 2025 Large Language Models for Multilingual Previously Fact-Checked Claim Detection EMNLP 2025 Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025 Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025 Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias NAACL 2025 Large Language Models Still Exhibit Bias in Long Text ACL 2025 Large Language Models to Diffusion Finetuning ICML 2025 Larger or Smaller Reward Margins to Select Preferences for LLM Alignment? ICML 2025 Large Vocabulary Size Improves Large Language Models ACL 2025 LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence ICML 2025 La RoSA: Enhancing LLM Efficiency via Layerwise Rotated Sparse Activation ICML 2025 LASER: Attention with Exponential Transformation ICML 2025