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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025
PresentAgent: Multimodal Agent for Presentation Video Generation EMNLP 2025
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks EMNLP 2025
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications EMNLP 2025
Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding EMNLP 2025
Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions EMNLP 2025
SSN_MMHS@DravidianLangTech 2025: A Dual Transformer Approach for Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025
Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset EMNLP 2025
KEC_AI_ZEROWATTS@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian languages NAACL 2025
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025
Words or Vision: Do Vision-Language Models Have Blind Faith in Text? CVPR 2025
iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025
Code_Conquerors@DravidianLangTech 2025: Multimodal Misogyny Detection in Dravidian Languages Using Vision Transformer and BERT NAACL 2025
AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis EMNLP 2025
FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training CVPR 2025
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025
CUET-823@DravidianLangTech 2025: Shared Task on Multimodal Misogyny Meme Detection in Tamil Language NAACL 2025
ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? EMNLP 2025
FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity CVPR 2025
SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling EMNLP 2025
CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025
HerWILL@DravidianLangTech 2025: Ensemble Approach for Misogyny Detection in Memes Using Pre-trained Text and Vision Transformers NAACL 2025
DistinctAD: Distinctive Audio Description Generation in Contexts CVPR 2025
Design Choices for Extending the Context Length of Visual Language Models ACL 2025