Multimodal Learning

MPID: A Modality-Preserving and Interaction-Driven Fusion Network for Multimodal Sentiment Analysis COLING 2025 mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025 mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models ICLR 2025 MP-Nav: Enhancing Data Poisoning Attacks against Multimodal Learning ICML 2025 MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models ICLR 2025 mrCAD: Multimodal Communication to Refine Computer-aided Designs EMNLP 2025 MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts NAACL 2025 MRFD: Multi-Region Fusion Decoding with Self-Consistency for Mitigating Hallucinations in LVLMs EMNLP 2025 MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025 MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps SemEval 2025 MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models AAAI 2025 MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition AAAI 2025 MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models COLING 2025 MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering NAACL 2025 MsRAG: Knowledge Augumented Image Captioning with Object-level Multi-source RAG IJCAI 2025 MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025 MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space EMNLP 2025 MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents NAACL 2025 MTSTRec: Multimodal Time-Aligned Shared Token Recommender ICML 2025 MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025 MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models EMNLP 2025 MUC: Mixture of Uncalibrated Cameras for Robust 3D Human Body Reconstruction AAAI 2025 MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing ICCV 2025 MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding ICLR 2025 MuKA: Multimodal Knowledge Augmented Visual Information-Seeking COLING 2025