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Multimodal Learning

13,057 papers

Papers per year

Papers

Improving Multilingual Sign Language Translation with Automatically Clustered Language Family Information COLING 2025
Investigating the Impact of Incremental Processing and Voice Activity Projection on Spoken Dialogue Systems COLING 2025
HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection COLING 2025
StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models COLING 2025
Unified Grid Tagging Scheme for Aspect Sentiment Quad Prediction COLING 2025
ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models COLING 2025
A Dual Contrastive Learning Framework for Enhanced Multimodal Conversational Emotion Recognition COLING 2025
KIA: Knowledge-Guided Implicit Vision-Language Alignment for Chest X-Ray Report Generation COLING 2025
On the Human-level Performance of Visual Question Answering COLING 2025
Idea23D: Collaborative LMM Agents Enable 3D Model Generation from Interleaved Multimodal Inputs COLING 2025
MPID: A Modality-Preserving and Interaction-Driven Fusion Network for Multimodal Sentiment Analysis COLING 2025
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models COLING 2025
Fusion meets Function: The Adaptive Selection-Generation Approach in Event Argument Extraction COLING 2025
Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning COLING 2025
Modal Feature Optimization Network with Prompt for Multimodal Sentiment Analysis COLING 2025
Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies COLING 2025
Improving the Efficiency of Visually Augmented Language Models COLING 2025
A Knowledge Graph Reasoning-Based Model for Computerized Adaptive Testing COLING 2025
Multimodal Extraction and Recognition of Arabic Implicit Discourse Relations COLING 2025
RA-MTR: A Retrieval Augmented Multi-Task Reader based Approach for Inspirational Quote Extraction from Long Documents COLING 2025
Persona-Consistent Dialogue Generation via Pseudo Preference Tuning COLING 2025
Towards Cross-Lingual Audio Abuse Detection in Low-Resource Settings with Few-Shot Learning COLING 2025
Using Game Play to Investigate Multimodal and Conversational Grounding in Large Multimodal Models COLING 2025
CateEA: Enhancing Entity Alignment via Implicit Category Supervision COLING 2025
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation COLING 2025