Large Language Models

MONETA: Multimodal Industry Classification through Geographic Information with Multi Agent Systems ACL 2026 Monotonic Scaffolding as a Diagnostic Lens for Legal Reasoning in LLMs ACL 2026 MOOSE-Copilot: A Web-Based Interactive Assistant for Unified Exploratory and Fine-Grained Scientific Hypothesis Discovery ACL 2026 MoReGen: Multi-Agent Motion-Reasoning Engine for Code-based Text-to-Video Synthesis CVPR 2026 More Thinking, Less Talking: Internalizing Deliberative Safety into LLM Parameters ACL 2026 MoRI: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Models ACL 2026 MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs ACL 2026 MSJoE: Jointly Evolving MLLM and Sampler for Efficient Long-Form Video Understanding CVPR 2026 MTA:A Merge-then-Adapt Framework for Personalized Large Language Models ACL 2026 MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation ACL 2026 MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation ACL 2026 MTRouter: Cost-Aware Multi-Turn LLM Routing with History–Model Joint Embeddings ACL 2026 Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation ACL 2026 Multi-Agent Reasoning Improves Compute Efficiency: Pareto-Optimal Test-Time Scaling ACL 2026 Multi-component Causal Tracing in Large Language Models ACL 2026 Multi-Constraint State Tracking with Negation: A Diagnostic Benchmark for LLM World Modeling ACL 2026 MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application ACL 2026 Multi-Granularity Semantic Revision for Large Language Model Distillation ACL 2026 Multi-level Causal LLM-based Text-to-Motion Generation with Human Alignment CVPR 2026 Multilingual Language Models Encode Script Over Linguistic Structure ACL 2026 Multimodal Protein Language Models for Enzyme Kinetic Parameters: From Substrate Recognition to Conformational Adaptation CVPR 2026 Multi-View Attention Multiple-Instance Learning Enhanced by LLM Reasoning for Cognitive Distortion Detection ACL 2026 MulVul: Retrieval-augmented Multi-Agent Code Vulnerability Detection via Cross-Model Prompt Evolution ACL 2026 MUR: Momentum Uncertainty guided Reasoning for Large Language Models ACL 2026 Musical Score Understanding Benchmark: Evaluating Large Language Models’ Comprehension of Complete Musical Scores ACL 2026