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Multimodal Learning

13,057 papers

Papers per year

Papers

CORDIAL: Can Multimodal Large Language Models Effectively Understand Coherence Relationships? ACL 2025
LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study ACL 2025
World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning ACL 2025
VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025
Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models ACL 2025
Knowledge Image Matters: Improving Knowledge-Based Visual Reasoning with Multi-Image Large Language Models ACL 2025
GUICourse: From General Vision Language Model to Versatile GUI Agent ACL 2025
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration ACL 2025
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025
Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data ACL 2025
Disentangling Language and Culture for Evaluating Multilingual Large Language Models ACL 2025
Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ACL 2025
ChartLens: Fine-grained Visual Attribution in Charts ACL 2025
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025
The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights ACL 2025
Does the Emotional Understanding of LVLMs Vary Under High-Stress Environments and Across Different Demographic Attributes? ACL 2025
FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning ACL 2025
T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback ACL 2025
QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions ACL 2025
Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ACL 2025
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025
InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning ACL 2025
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025
WAFFLE: Fine-tuning Multi-Modal Model for Automated Front-End Development ACL 2025
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings ACL 2025