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Multimodal Learning

13,057 papers

Papers per year

Papers

Multimodal Aspect-Based Sentiment Analysis under Conditional Relation COLING 2025
Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection COLING 2025
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025
Enhancing multi-modal Relation Extraction with Reinforcement Learning Guided Graph Diffusion Framework COLING 2025
Read Before Grounding: Scene Knowledge Visual Grounding via Multi-step Parsing COLING 2025
T-MES: Trait-Aware Mix-of-Experts Representation Learning for Multi-trait Essay Scoring COLING 2025
A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images COLING 2025
A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs COLING 2025
CAST: Cross-modal Alignment Similarity Test for Vision Language Models COLING 2025
Exploring Unified Training Framework for Multimodal User Profiling COLING 2025
Multi-View Incongruity Learning for Multimodal Sarcasm Detection COLING 2025
Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media COLING 2025
MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval COLING 2025
Does Vision Accelerate Hierarchical Generalization in Neural Language Learners? COLING 2025
DialogueMMT: Dialogue Scenes Understanding Enhanced Multi-modal Multi-task Tuning for Emotion Recognition in Conversations COLING 2025
Leveraging Language Models for Summarizing Mental State Examinations: A Comprehensive Evaluation and Dataset Release COLING 2025
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models COLING 2025
t-HNE: A Text-guided Hierarchical Noise Eliminator for Multimodal Sentiment Analysis COLING 2025
Scaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal Models COLING 2025
Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models COLING 2025
Improvement in Sign Language Translation Using Text CTC Alignment COLING 2025
AHVE-CNER: Aligned Hanzi Visual Encoding Enhance Chinese Named Entity Recognition with Multi-Information COLING 2025
You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives COLING 2025
Context-Informed Machine Translation of Manga using Multimodal Large Language Models COLING 2025