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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

Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025
BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025
Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models ACL 2025
T2DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning ACL 2025
ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks ACL 2025
AIGuard: A Benchmark and Lightweight Detection for E-commerce AIGC Risks ACL 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization SEMEVAL 2025
Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025
VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025
AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025
Feature Design for Bridging SAM and CLIP toward Referring Image Segmentation WACV 2025
V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models EMNLP 2025
AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts SEMEVAL 2025
MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities EMNLP 2025
Retrospective Learning from Interactions ACL 2025
SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025
When Large Language Models Meet Speech: A Survey on Integration Approaches ACL 2025
Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025
Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding ACL 2025
Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts ACL 2025
Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models ACL 2025
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025
Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots NAACL 2025