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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

Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization EMNLP 2025
MemeIntel: Explainable Detection of Propagandistic and Hateful Memes EMNLP 2025
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation EMNLP 2025
Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem? ACL 2025
Two Challenges, One Solution: Robust Multimodal Learning through Dynamic Modality Recognition and Enhancement EMNLP 2025
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model CVPR 2025
Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective AAAI 2025
Employing Glyphic Information for Chinese Event Extraction with Vision-Language Model EMNLP 2024
LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SEMEVAL 2024
Breaking the Boundaries: A Unified Framework for Chinese Named Entity Recognition Across Text and Speech EMNLP 2024
Multimodal Table Understanding ACL 2024
BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes SEMEVAL 2024
AnyTrans: Translate AnyText in the Image with Large Scale Models EMNLP 2024
ReCAP: Semantic Role Enhanced Caption Generation COLING 2024
i-Code Studio: A Configurable and Composable Framework for Integrative AI EMNLP 2024
ReadLet: A Dataset for Oral, Visual and Tactile Text Reading Data of Early and Mature Readers COLING 2024
MM-IGLU: Multi-Modal Interactive Grounded Language Understanding COLING 2024
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing EMNLP 2024
MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction COLING 2024
m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt COLING 2024
IUSTNLPLAB at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SEMEVAL 2024
Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation COLING 2024
LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding COLING 2024
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training ACL 2024
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024