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

DigitalLLaVA: Incorporating Digital Cognition Capability for Physical World Comprehension in Multimodal LLMs AAAI 2025

Multimodal Neural Machine Translation: A Survey of the State of the Art EMNLP 2025

Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models NAACL 2025

LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition EMNLP 2025

ViLBench: A Suite for Vision-Language Process Reward Modeling EMNLP 2025

LATTE: Learning to Think with Vision Specialists EMNLP 2025

Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering EMNLP 2025

Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation EMNLP 2025

MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities EMNLP 2025

V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models EMNLP 2025

UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents EMNLP 2025

What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025

Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025

Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025

Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection EMNLP 2025

VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding EMNLP 2025

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs EMNLP 2025

WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025

Evaluating Robustness of Large Audio Language Models to Audio Injection: An Empirical Study EMNLP 2025

VLA-Mark: A cross modal watermark for large vision-language alignment models EMNLP 2025

iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs EMNLP 2025

SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025

MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions EMNLP 2025

Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study EMNLP 2025

Video-guided Machine Translation: A Survey of Models, Datasets, and Challenges IJCNLP 2025