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Multi-Modal Learning

1213 directly classified papers

Papers per year

Papers

StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies IJCNLP 2025
NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT SEMEVAL 2025
A Picture is Worth a Thousand (Correct) Captions: A Vision-Guided Judge-Corrector System for Multimodal Machine Translation IJCNLP 2025
VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models CVPR 2025
IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory ACL 2025
Multispectral Object Detection Enhanced by Cross-Modal Information Complementary and Cosine Similarity Channel Resampling Modules WACV 2025
UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025
Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025
Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation EMNLP 2025
M3Retrieve: Benchmarking Multimodal Retrieval for Medicine EMNLP 2025
DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition EMNLP 2025
Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction EMNLP 2025
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders EMNLP 2025
LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP 2025
Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection EMNLP 2025
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks EMNLP 2025
A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers EMNLP 2025
MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ACL 2025
DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving CVPR 2025
Visual Cues Enhance Predictive Turn-Taking for Two-Party Human Interaction ACL 2025
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models COLING 2025
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025
Enhancing Dialectal Arabic Intent Detection through Cross-Dialect Multilingual Input Augmentation COLING 2025
When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025