Large Language Models

McGill-NLP at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol EMNLP 2025 MCQFormatBench: Robustness Tests for Multiple-Choice Questions ACL 2025 MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025 Measuring and Mitigating Media Outlet Name Bias in Large Language Models EMNLP 2025 Measuring scalar constructs in social science with LLMs EMNLP 2025 MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference NAACL 2025 MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering NAACL 2025 MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models EMNLP 2025 MEMIT-Merge: Addressing MEMIT’s Key-Value Conflicts in Same-Subject Batch Editing for LLMs ACL 2025 Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025 Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction AAAI 2025 Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices EMNLP 2025 Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ACL 2025 MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ACL 2025 MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs NAACL 2025 MeRino: Entropy-Driven Design for Generative Language Models on IoT Devices AAAI 2025 MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh ICCV 2025 MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025 MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025 MetaMorph: Multimodal Understanding and Generation via Instruction Tuning ICCV 2025 Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge EMNLP 2025 MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation ACL 2025 METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding EMNLP 2025 MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment ACL 2025