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Multimodal Learning

13,057 papers

Papers per year

Papers

CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection ACL 2025
GIMMICK: Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking ACL 2025
R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding ACL 2025
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression ACL 2025
Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues ACL 2025
Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ACL 2025
SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information ACL 2025
Unlocking Speech Instruction Data Potential with Query Rewriting ACL 2025
Self-play through Computational Runtimes improves Chart Reasoning ACL 2025
CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversations ACL 2025
ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks ACL 2025
Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models ACL 2025
Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation ACL 2025
Large Language Models Are Natural Video Popularity Predictors ACL 2025
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges ACL 2025
VAQUUM: Are Vague Quantifiers Grounded in Visual Data? ACL 2025
Forgotten Polygons: Multimodal Large Language Models are Shape-Blind ACL 2025
FIHA: Automated Fine-grained Hallucinations Evaluations in Large Vision Language Models with Davidson Scene Graphs ACL 2025
Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025
AIGuard: A Benchmark and Lightweight Detection for E-commerce AIGC Risks ACL 2025
CoT-VTM: Visual-to-Music Generation with Chain-of-Thought Reasoning ACL 2025
MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025
Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension? ACL 2025
Grounding Task Assistance with Multimodal Cues from a Single Demonstration ACL 2025
I see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue ACL 2025