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Vision-Language Models

685 directly classified papers

Papers per year

Papers

Defining and Evaluating Visual Language Models’ Basic Spatial Abilities: A Perspective from Psychometrics ACL 2025
SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation ACL 2025
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging ACL 2025
CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025
Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025
EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ACL 2025
Can Vision-Language Models Evaluate Handwritten Math? ACL 2025
Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs ACL 2025
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025
V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me 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
Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ACL 2025
I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025
Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains ACL 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling ACL 2025
VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025
Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images ACL 2025
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG ACL 2025
Scalable Vision Language Model Training via High Quality Data Curation ACL 2025
What's in the Image? A Deep-Dive into the Vision of Vision Language Models CVPR 2025