Cover Image

Text Speaks Louder than Vision: ASCII Art Reveals Textual Biases in Vision-Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Zhaochen, Hooi, Bryan, Wang, Yiwei, Yang, Ming-Hsuan, Huang, Zi, Cai, Yujun
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models
by: Wang, Zhaochen, et al.
Published: (2025)

Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization
by: Hao, Shuyang, et al.
Published: (2025)

Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models
by: Hao, Shuyang, et al.
Published: (2024)

Lost in Edits? A $λ$-Compass for AIGC Provenance
by: You, Wenhao, et al.
Published: (2025)

How does Watermarking Affect Visual Language Models in Document Understanding?
by: Xu, Chunxue, et al.
Published: (2025)

Skeletons Speak Louder than Text: A Motion-Aware Pretraining Paradigm for Video-Based Person Re-Identification
by: Lin, Rifen, et al.
Published: (2025)

Words or Vision: Do Vision-Language Models Have Blind Faith in Text?
by: Deng, Ailin, et al.
Published: (2025)

Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective
by: Weng, Zhaotian, et al.
Published: (2024)

MRFD: Multi-Region Fusion Decoding with Self-Consistency for Mitigating Hallucinations in LVLMs
by: Ge, Haonan, et al.
Published: (2025)

Vision Language Models Map Logos to Text via Semantic Entanglement in the Visual Projector
by: Li, Sifan, et al.
Published: (2025)

Efficiently Disentangling CLIP for Multi-Object Perception
by: Rawlekar, Samyak, et al.
Published: (2025)

Tit-for-Tat: Safeguarding Large Vision-Language Models Against Jailbreak Attacks via Adversarial Defense
by: Hao, Shuyang, et al.
Published: (2025)

Texture or Semantics? Vision-Language Models Get Lost in Font Recognition
by: Li, Zhecheng, et al.
Published: (2025)

PAS: A Training-Free Stabilizer for Temporal Encoding in Video LLMs
by: Sun, Bowen, et al.
Published: (2025)

ChainMPQ: Interleaved Text-Image Reasoning Chains for Mitigating Relation Hallucinations
by: Wu, Yike, et al.
Published: (2025)

Semantic-Aware Adaptive Visual Memory for Streaming Video Understanding
by: Wu, Hang, et al.
Published: (2026)

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality
by: Shao, Jie, et al.
Published: (2025)

When Images Speak Louder: Mitigating Language Bias-induced Hallucinations in VLMs through Cross-Modal Guidance
by: Cao, Jinjin, et al.
Published: (2025)

Disentangled Concepts Speak Louder Than Words: Explainable Video Action Recognition
by: Lee, Jongseo, et al.
Published: (2025)

Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding
by: Deng, Ailin, et al.
Published: (2024)

Actions Speak Louder than Words: Agent Decisions Reveal Implicit Biases in Language Models
by: Li, Yuxuan, et al.
Published: (2025)

When Vision Speaks for Sound
by: Wen, Xiaofei, et al.
Published: (2026)

Vision Language Models are Biased
by: Vo, An, et al.
Published: (2025)

SemVink: Advancing VLMs' Semantic Understanding of Optical Illusions via Visual Global Thinking
by: Li, Sifan, et al.
Published: (2025)

Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs
by: Zhang, Yue, et al.
Published: (2025)

Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models
by: Wu, Jiaying, et al.
Published: (2025)

A Good CREPE needs more than just Sugar: Investigating Biases in Compositional Vision-Language Benchmarks
by: Udandarao, Vishaal, et al.
Published: (2025)

Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts
by: Hong, Haodong, et al.
Published: (2024)

When Text and Images Don't Mix: Bias-Correcting Language-Image Similarity Scores for Anomaly Detection
by: Goodge, Adam, et al.
Published: (2024)

Finding Distributed Object-Centric Properties in Self-Supervised Transformers
by: Rawlekar, Samyak, et al.
Published: (2026)

AutoOcc: Automatic Open-Ended Semantic Occupancy Annotation via Vision-Language Guided Gaussian Splatting
by: Zhou, Xiaoyu, et al.
Published: (2025)

Spatio-Temporal Foundation Models: Vision, Challenges, and Opportunities
by: Goodge, Adam, et al.
Published: (2025)

ArtPerception: ASCII Art-based Jailbreak on LLMs with Recognition Pre-test
by: Yang, Guan-Yan, et al.
Published: (2025)

VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models
by: Huang, Jen-tse, et al.
Published: (2025)

Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models (Vision Paper)
by: Han, Bin, et al.
Published: (2024)

DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning
by: Wu, Hang, et al.
Published: (2025)

On the Explainability of Vision-Language Models in Art History
by: Schneider, Stefanie
Published: (2026)

SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information
by: Sun, Jiashuo, et al.
Published: (2024)

Beyond Textual Knowledge-Leveraging Multimodal Knowledge Bases for Enhancing Vision-and-Language Navigation
by: Yang, Dongsheng, et al.
Published: (2026)

Think Visually, Reason Textually: Vision-Language Synergy in ARC
by: Zhang, Beichen, et al.
Published: (2025)