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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

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
Sentiment Analysis on Video Transcripts: Comparing the Value of Textual and Multimodal Annotations NAACL 2025
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models EMNLP 2025