Vulnerability of LLMs to Vertically Aligned Text Manipulations
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Zhecheng, Wang, Yiwei, Hooi, Bryan, Cai, Yujun, Xiong, Zhen, Peng, Nanyun, Chang, Kai-wei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Enhancing LLM Character-Level Manipulation via Divide and Conquer
by: Xiong, Zhen, et al.
Published: (2025)
by: Xiong, Zhen, et al.
Published: (2025)
Think Carefully and Check Again! Meta-Generation Unlocking LLMs for Low-Resource Cross-Lingual Summarization
by: Li, Zhecheng, et al.
Published: (2024)
by: Li, Zhecheng, et al.
Published: (2024)
DRS: Deep Question Reformulation With Structured Output
by: Li, Zhecheng, et al.
Published: (2024)
by: Li, Zhecheng, et al.
Published: (2024)
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding
by: Wang, Cheng, et al.
Published: (2024)
by: Wang, Cheng, et al.
Published: (2024)
Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese Drugs
by: Li, Sifan, et al.
Published: (2025)
by: Li, Sifan, et al.
Published: (2025)
Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLM
by: Xiong, Zhen, et al.
Published: (2025)
by: Xiong, Zhen, et al.
Published: (2025)
Unveiling the Potential of Diffusion Large Language Model in Controllable Generation
by: Xiong, Zhen, et al.
Published: (2025)
by: Xiong, Zhen, et al.
Published: (2025)
Fact or Guesswork? Evaluating Large Language Models' Medical Knowledge with Structured One-Hop Judgments
by: Li, Jiaxi, et al.
Published: (2025)
by: Li, Jiaxi, et al.
Published: (2025)
Thinking with Sound: Audio Chain-of-Thought Enables Multimodal Reasoning in Large Audio-Language Models
by: Xiong, Zhen, et al.
Published: (2025)
by: Xiong, Zhen, et al.
Published: (2025)
Structured Outputs Enable General-Purpose LLMs to be Medical Experts
by: Guo, Guangfu, et al.
Published: (2025)
by: Guo, Guangfu, et al.
Published: (2025)
Texture or Semantics? Vision-Language Models Get Lost in Font Recognition
by: Li, Zhecheng, et al.
Published: (2025)
by: Li, Zhecheng, et al.
Published: (2025)
$A^2R^2$: Advancing Img2LaTeX Conversion via Visual Reasoning with Attention-Guided Refinement
by: Li, Zhecheng, et al.
Published: (2025)
by: Li, Zhecheng, et al.
Published: (2025)
Generalist Scanner Meets Specialist Locator: A Synergistic Coarse-to-Fine Framework for Robust GUI Grounding
by: Li, Zhecheng, et al.
Published: (2025)
by: Li, Zhecheng, et al.
Published: (2025)
Primacy Effect of ChatGPT
by: Wang, Yiwei, et al.
Published: (2023)
by: Wang, Yiwei, et al.
Published: (2023)
Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs
by: Dan, Nifu, et al.
Published: (2025)
by: Dan, Nifu, et al.
Published: (2025)
Process or Result? Manipulated Ending Tokens Can Mislead Reasoning LLMs to Ignore the Correct Reasoning Steps
by: Cui, Yu, et al.
Published: (2025)
by: Cui, Yu, et al.
Published: (2025)
DeepEdit: Knowledge Editing as Decoding with Constraints
by: Wang, Yiwei, et al.
Published: (2024)
by: Wang, Yiwei, et al.
Published: (2024)
Control Large Language Models via Divide and Conquer
by: Li, Bingxuan, et al.
Published: (2024)
by: Li, Bingxuan, et al.
Published: (2024)
How to Make Large Language Models Generate 100% Valid Molecules?
by: Tao, Wen, et al.
Published: (2025)
by: Tao, Wen, et al.
Published: (2025)
GeoSVG-RL: Geometry-Aware Reinforcement Learning for Layout-Constrained Text-to-SVG Diagram Generation
by: Li, Sifan, et al.
Published: (2026)
by: Li, Sifan, et al.
Published: (2026)
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling
by: Li, Bingxuan, et al.
Published: (2025)
by: Li, Bingxuan, et al.
Published: (2025)
Are LLMs Really Not Knowledgeable? Mining the Submerged Knowledge in LLMs' Memory
by: Tao, Xingjian, et al.
Published: (2024)
by: Tao, Xingjian, et al.
Published: (2024)
Conversation for Non-verifiable Learning: Self-Evolving LLMs through Meta-Evaluation
by: Sui, Yuan, et al.
Published: (2026)
by: Sui, Yuan, et al.
Published: (2026)
MIRAGE: Multimodal Immersive Reasoning and Guided Exploration for Red-Team Jailbreak Attacks
by: You, Wenhao, et al.
Published: (2025)
by: You, Wenhao, et al.
Published: (2025)
SemVink: Advancing VLMs' Semantic Understanding of Optical Illusions via Visual Global Thinking
by: Li, Sifan, et al.
Published: (2025)
by: Li, Sifan, et al.
Published: (2025)
How Fragile is Relation Extraction under Entity Replacements?
by: Wang, Yiwei, et al.
Published: (2023)
by: Wang, Yiwei, et al.
Published: (2023)
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs
by: Xiong, Miao, et al.
Published: (2023)
by: Xiong, Miao, et al.
Published: (2023)
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning
by: Meng, Silin, et al.
Published: (2024)
by: Meng, Silin, et al.
Published: (2024)
Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models
by: Hao, Shuyang, et al.
Published: (2024)
by: Hao, Shuyang, et al.
Published: (2024)
How does Watermarking Affect Visual Language Models in Document Understanding?
by: Xu, Chunxue, et al.
Published: (2025)
by: Xu, Chunxue, et al.
Published: (2025)
Enhancing Multi-Agent Debate System Performance via Confidence Expression
by: Lin, Zijie, et al.
Published: (2025)
by: Lin, Zijie, et al.
Published: (2025)
ConfTuner: Training Large Language Models to Express Their Confidence Verbally
by: Li, Yibo, et al.
Published: (2025)
by: Li, Yibo, et al.
Published: (2025)
Text Speaks Louder than Vision: ASCII Art Reveals Textual Biases in Vision-Language Models
by: Wang, Zhaochen, et al.
Published: (2025)
by: Wang, Zhaochen, et al.
Published: (2025)
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization
by: Bansal, Hritik, et al.
Published: (2024)
by: Bansal, Hritik, et al.
Published: (2024)
Structured Attention Matters to Multimodal LLMs in Document Understanding
by: Liu, Chang, et al.
Published: (2025)
by: Liu, Chang, 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)
by: Li, Sifan, et al.
Published: (2025)
SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation
by: Tian, Yufei, et al.
Published: (2025)
by: Tian, Yufei, et al.
Published: (2025)
Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
by: Wu, Di, et al.
Published: (2025)
by: Wu, Di, et al.
Published: (2025)
Answer-Centric or Reasoning-Driven? Uncovering the Latent Memory Anchor in LLMs
by: Wu, Yang, et al.
Published: (2025)
by: Wu, Yang, et al.
Published: (2025)
From Long to Short: LLMs Excel at Trimming Own Reasoning Chains
by: Han, Wei, et al.
Published: (2025)
by: Han, Wei, et al.
Published: (2025)
Similar Items
-
Enhancing LLM Character-Level Manipulation via Divide and Conquer
by: Xiong, Zhen, et al.
Published: (2025) -
Think Carefully and Check Again! Meta-Generation Unlocking LLMs for Low-Resource Cross-Lingual Summarization
by: Li, Zhecheng, et al.
Published: (2024) -
DRS: Deep Question Reformulation With Structured Output
by: Li, Zhecheng, et al.
Published: (2024) -
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding
by: Wang, Cheng, et al.
Published: (2024) -
Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese Drugs
by: Li, Sifan, et al.
Published: (2025)