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Multimodal Learning

13,057 papers

Papers per year

Papers

Hands-off Image Editing: Language-guided Editing without any Task-specific Labeling, Masking or even Training COLING 2025
AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment COLING 2025
MuKA: Multimodal Knowledge Augmented Visual Information-Seeking COLING 2025
MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models COLING 2025
Mitigating the Discrepancy Between Video and Text Temporal Sequences: A Time-Perception Enhanced Video Grounding method for LLM COLING 2025
Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study COLING 2025
IRR: Image Review Ranking Framework for Evaluating Vision-Language Models COLING 2025
A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation COLING 2025
VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models COLING 2025
Efficient Architectures for High Resolution Vision-Language Models COLING 2025
Evaluating Model Alignment with Human Perception: A Study on Shitsukan in LLMs and LVLMs COLING 2025
MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering 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
Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025
Text Is Not All You Need: Multimodal Prompting Helps LLMs Understand Humor 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
Persian in a Court: Benchmarking VLMs In Persian Multi-Modal Tasks COLING 2025
TaiwanVQA: A Benchmark for Visual Question Answering for Taiwanese Daily Life COLING 2025
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types COLING 2025
BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025
FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation COLING 2025