multimodal large language model

QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models EMNLP 2025 R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization ICCV 2025 R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025 RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025 RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models CVPR 2025 RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning ACL 2025 RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks EMNLP 2025 RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis ACL 2025 Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025 Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025 Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025 Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems ICML 2025 ReasonPlan: Unified Scene Prediction and Decision Reasoning for Closed-loop Autonomous Driving CoRL 2025 RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025 Redundancy Principles for MLLMs Benchmarks ACL 2025 Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models ACL 2025 Reimagining Safety Alignment with An Image EMNLP 2025 ReLoop: “Seeing Twice and Thinking Backwards” via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding EMNLP 2025 Retrieval Enhanced Feedback via In-context Neural Error-book EMNLP 2025 RetroInText: A Multimodal Large Language Model Enhanced Framework for Retrosynthetic Planning via In-Context Representation Learning ICLR 2025 RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction EMNLP 2025 RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025 RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness CVPR 2025 RoboAnnotatorX: A Comprehensive and Universal Annotation Framework for Accurate Understanding of Long-horizon Robot Demonstration ICCV 2025 RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete CVPR 2025