Multimodal Learning

CEMTM: Contextual Embedding-based Multimodal Topic Modeling EMNLP 2025 Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ACL 2025 Century: A Framework and Dataset for Evaluating Historical Contextualisation of Sensitive Images ICLR 2025 CFP-Gen: Combinatorial Functional Protein Generation via Diffusion Language Models ICML 2025 CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding ICLR 2025 CGI: Identifying Conditional Generative Models with Example Images IJCAI 2025 Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models ICLR 2025 Chain-of-Focus Prompting: Leveraging Sequential Visual Cues to Prompt Large Autoregressive Vision Models ICLR 2025 Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation IJCNLP 2025 Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions EMNLP 2025 Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis ACL 2025 Challenges for AI in Multimodal STEM Assessments: a Human-AI Comparison ACL 2025 Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025 Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation EMNLP 2025 ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation ACL 2025 ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs’ Capability via Chart Editing ACL 2025 ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement EMNLP 2025 ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025 Charting the Design Space of Neural Graph Representations for Subgraph Matching ICLR 2025 Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations COLING 2025 ChartLens: Fine-grained Visual Attribution in Charts ACL 2025 ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025 ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation ICLR 2025 ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering EMNLP 2025 ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding ICLR 2025