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Multimodal Learning

13,057 papers

Papers per year

Papers

Beyond Words: Multilingual and Multimodal Red Teaming of MLLMs ACL 2025
MultiReflect: Multimodal Self-Reflective RAG-based Automated Fact-Checking ACL 2025
CollEX – A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections ACL 2025
Cross-modal Clustering-based Retrieval for Scalable and Robust Image Captioning ACL 2025
Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025
Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025
MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025
CliME: Evaluating Multimodal Climate Discourse on Social Media and the Climate Alignment Quotient (CAQ) ACL 2025
Adaptive Linguistic Prompting (ALP) Enhances Phishing Webpage Detection in Multimodal Large Language Models ACL 2025
Tapping into Social Media in Crisis: A Survey ACL 2025
Hidden Forms: A Dataset to Fill Masked Interfaces from Language Commands ACL 2025
A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025
VisTRA: Visual Tool-use Reasoning Analyzer for Small Object Visual Question Answering ACL 2025
Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025
SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025
Visual Question Answering on Scientific Charts Using Fine-Tuned Vision-Language Models ACL 2025
Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models ACL 2025
Instruction-tuned QwenChart for Chart Question Answering ACL 2025
Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling ACL 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions ACL 2025
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models ACL 2025
YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers ACL 2025
daalft at SemEval-2025 Task 1: Multi-step Zero-shot Multimodal Idiomaticity Ranking ACL 2025
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation ACL 2025
YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation ACL 2025