Large Language Models

Language Models Resist Alignment: Evidence From Data Compression ACL 2025 Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025 Laniqo at WMT25 Terminology Translation Task: A Multi-Objective Reranking Strategy for Terminology-Aware Translation via Pareto-Optimal Decoding EMNLP 2025 Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025 Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025 Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation AAAI 2025 Large Language Models as Realistic Microservice Trace Generators EMNLP 2025 Large Language Models for Education: Understanding the Needs of Stakeholders, Current Capabilities and the Path Forward ACL 2025 Large Language Models for Predictive Analysis: How Far Are They? ACL 2025 Large Language Models in Bioinformatics: A Survey ACL 2025 Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025 Large Multi-modal Models Can Interpret Features in Large Multi-modal Models ICCV 2025 Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025 LATTE: Learning to Think with Vision Specialists EMNLP 2025 LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review ACL 2025 LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025 Learning to Describe Implicit Changes: Noise-robust Pre-training for Image Difference Captioning EMNLP 2025 Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 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 Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025 Lessons Learned in Assessing Student Reflections with LLMs ACL 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025