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Multimodal Learning

13,057 papers

Papers per year

Papers

SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
CoachMe: Decoding Sport Elements with a Reference-Based Coaching Instruction Generation Model ACL 2025
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025
EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits ACL 2025
Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events ACL 2025
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims ACL 2025
VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025
Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images ACL 2025
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025
ViGiL3D: A Linguistically Diverse Dataset for 3D Visual Grounding ACL 2025
Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning ACL 2025
Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025
CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models ACL 2025
Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling ACL 2025
IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ACL 2025
Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings ACL 2025
HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims ACL 2025
It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions ACL 2025
Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach ACL 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025
UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces ACL 2025
HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025