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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

M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025
SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering EMNLP 2025
AI Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with KoreaGEO EMNLP 2025
SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation ACL 2025
Stop Looking for “Important Tokens” in Multimodal Language Models: Duplication Matters More EMNLP 2025
GeoSAFE - A Novel Geospatial Artificial Intelligence Safety Assurance Framework and Evaluation for LLM Moderation IJCNLP 2025
Probing Logical Reasoning of MLLMs in Scientific Diagrams EMNLP 2025
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling NAACL 2025
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025
Cross-MoE: An Efficient Temporal Prediction Framework Integrating Textual Modality EMNLP 2025
Can Vision-Language Models Solve Visual Math Equations? EMNLP 2025
VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025
UniEDU: Toward Unified and Efficient Large Multimodal Models for Educational Tasks EMNLP 2025
Evaluating LLM-Generated Diagrams as Graphs EMNLP 2025
ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025
Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection IJCNLP 2025
From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation EMNLP 2025
PRIM: Towards Practical In-Image Multilingual Machine Translation EMNLP 2025
TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages EMNLP 2025
Multi-Condition Guided Diffusion Network for Multimodal Emotion Recognition in Conversation NAACL 2025
Transparent and Coherent Procedural Mistake Detection EMNLP 2025
A Data-Driven Method for Analyzing and Quantifying Lyrics-Dance Motion Relationships NAACL 2025
Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning EMNLP 2025
CrisisTS: Coupling Social Media Textual Data and Meteorological Time Series for Urgency Classification ACL 2025