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Multimodal Learning

1,266 papers

Papers per year

2
5
66
411
'10
'15
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'25

Papers

SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025
LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025
Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes ACL 2025
Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation ACL 2025
FREE: Fast and Robust Vision Language Models with Early Exits ACL 2025
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025
M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025
Can Vision Language Models Understand Mimed Actions? ACL 2025
Testing Spatial Intuitions of Humans and Large Language and Multimodal Models in Analogies ACL 2025
Analyzing the Sensitivity of Vision Language Models in Visual Question Answering ACL 2025
Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning ACL 2025
Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025
Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025
Hidden Forms: A Dataset to Fill Masked Interfaces from Language Commands ACL 2025
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation ACL 2025
Howard University-AI4PC at SemEval-2025 Task 1: Using GPT-4o and CLIP-ViLT to Decode Figurative Language Across Text and Images ACL 2025
Benchmarking Multimodal Models for Ukrainian Language Understanding Across Academic and Cultural Domains ACL 2025
Detecting Referring Expressions in Visually Grounded Dialogue with Autoregressive Language Models ACL 2025
Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection COLING 2025
Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025
Beyond Visual Understanding Introducing PARROT-360V for Vision Language Model Benchmarking COLING 2025
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025
If I feel smart, I will do the right thing: Combining Complementary Multimodal Information in Visual Language Models COLING 2025
LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model COLING 2025