multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing IJCNLP 2025

READoc: A Unified Benchmark for Realistic Document Structured Extraction ACL 2025

Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025

CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla IJCNLP 2025

QCNN-MFND: A Novel Quantum CNN Framework for Multimodal Fake News Detection in Social Media IJCNLP 2025

BanHateME : Understanding Hate in Bangla Memes thorough Detection, Categorization, and Target Profiling IJCNLP 2025

Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies COLING 2025

Sign2Vis: Automated Data Visualization from Sign Language ACL 2025

Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series IJCNLP 2025

From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025

MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025

P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts ACL 2025

ShortCheck: Checkworthiness Detection of Multilingual Short‐Form Videos IJCNLP 2025

Understanding Figurative Meaning through Explainable Visual Entailment NAACL 2025

Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025

Scaling Capability in Token Space: An Analysis of Large Vision Language Model JMLR 2025

Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation NAACL 2025

Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison NAACL 2025

Can Vision Language Models Understand Mimed Actions? ACL 2025

DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models NAACL 2025

Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025

From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning NAACL 2025

Feature Design for Bridging SAM and CLIP toward Referring Image Segmentation WACV 2025

ImageEval 2025: The First Arabic Image Captioning Shared Task EMNLP 2025

WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation NAACL 2025