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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages 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
PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment ACL 2025
AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts ACL 2025
WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models ACL 2025
Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR ACL 2025
DecepBench: Benchmarking Multimodal Deception Detection ACL 2025
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives ICCV 2025
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025
Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ACL 2025
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models CVPR 2024
Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024
Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling CVPR 2024
Tell Me What’s Next: Textual Foresight for Generic UI Representations ACL 2024
Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas EMNLP 2024
Improved Visual Grounding through Self-Consistent Explanations CVPR 2024
Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning CVPR 2024
Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline CVPR 2024
Iterated Learning Improves Compositionality in Large Vision-Language Models CVPR 2024
iKUN: Speak to Trackers without Retraining CVPR 2024
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality ACL 2024
3DBench: A Scalable 3D Benchmark and Instruction-Tuning Dataset IJCAI 2024
Incorporating Syntax and Lexical Knowledge to Multilingual Sentiment Classification on Large Language Models ACL 2024
GROUNDHOG: Grounding Large Language Models to Holistic Segmentation CVPR 2024
Open Vocabulary Semantic Scene Sketch Understanding CVPR 2024