Large Language Models

Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025 LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets AAAI 2025 LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors EMNLP 2025 Leidos at GenAI Detection Task 3: A Weight-Balanced Transformer Approach for AI Generated Text Detection Across Domains COLING 2025 Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025 Length Controlled Generation for Black-box LLMs ACL 2025 LensLLM: Unveiling Fine-Tuning Dynamics for LLM Selection ICML 2025 LESA: Learnable LLM Layer Scaling-Up ACL 2025 Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025 Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025 Lessons Learned in Assessing Student Reflections with LLMs ACL 2025 Let LLM Tell What to Prune and How Much to Prune ICML 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 Let Them Down Easy! Contextual Effects of LLM Guardrails on User Perceptions and Preferences EMNLP 2025 Leveraging AI to Bridge Classical Arabic and Modern Standard Arabic for Text Simplification COLING 2025 Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval EMNLP 2025 Leveraging Computer Vision and Visual LLMs for Cost-Effective and Consistent Street Food Safety Assessment in Kolkata India AAAI 2025 Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation NAACL 2025 Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration ACL 2025 Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance NAACL 2025 Leveraging Generative AI for Enhancing Automated Assessment in Programming Education Contests ACL 2025 Leveraging Human Production-Interpretation Asymmetries to Test LLM Cognitive Plausibility ACL 2025 Leveraging Large Language Models for Sarcastic Speech Annotation in Sarcasm Detection Interspeech 2025 Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection Interspeech 2025