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Vision-Language Models

685 directly classified papers

Papers per year

Papers

BQA: Body Language Question Answering Dataset for Video Large Language Models ACL 2025
Grounded, or a Good Guesser? A Per-Question Balanced Dataset to Separate Blind from Grounded Models for Embodied Question Answering ACL 2025
LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025
Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025
EcoDoc: A Cost-Efficient Multimodal Document Processing System for Enterprises Using LLMs ACL 2025
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025
GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025
Harnessing PDF Data for Improving Japanese Large Multimodal Models ACL 2025
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025
VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration ACL 2025
MANBench: Is Your Multimodal Model Smarter than Human? ACL 2025
Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models ACL 2025
SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models ACL 2025
MM-R3: On (In-)Consistency of Vision-Language Models (VLMs) ACL 2025
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025
Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025
VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025
Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models ACL 2025
Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models ACL 2025
EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations ACL 2025
Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025
Testing Spatial Intuitions of Humans and Large Language and Multimodal Models in Analogies ACL 2025
Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain ACL 2025
DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models’ Understanding on Indian Culture EMNLP 2025