Saved in:
| Main Authors: | Shi, Chufan, Yang, Cheng, Wu, Yaokang, Jin, Linghao, Shui, Bo, Berg-Kirkpatrick, Taylor, Ma, Xuezhe |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2605.15864 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Reasoning to Pixels: Benchmarking the Alignment Gap in Unified Multimodal Models
by: Yang, Cheng, et al.
Published: (2026)
by: Yang, Cheng, et al.
Published: (2026)
Do Text Edits Generalize to Visual Generation? Benchmarking Cross-Modal Knowledge Editing in UMMs
by: Gao, Xin, et al.
Published: (2026)
by: Gao, Xin, et al.
Published: (2026)
Towards Chapter-to-Chapter Context-Aware Literary Translation via Large Language Models
by: Jin, Linghao, et al.
Published: (2024)
by: Jin, Linghao, et al.
Published: (2024)
Optical Context Compression Is Just (Bad) Autoencoding
by: Lee, Ivan Yee, et al.
Published: (2025)
by: Lee, Ivan Yee, et al.
Published: (2025)
LLM2: Let Large Language Models Harness System 2 Reasoning
by: Yang, Cheng, et al.
Published: (2024)
by: Yang, Cheng, et al.
Published: (2024)
LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP
by: Chen, Danlu, et al.
Published: (2024)
by: Chen, Danlu, et al.
Published: (2024)
Readability $\ne$ Learnability: Rethinking the Role of Simplicity in Training Small Language Models
by: Lee, Ivan, et al.
Published: (2025)
by: Lee, Ivan, et al.
Published: (2025)
The Illusion-Illusion: Vision Language Models See Illusions Where There are None
by: Ullman, Tomer
Published: (2024)
by: Ullman, Tomer
Published: (2024)
DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises
by: Xu, Nan, et al.
Published: (2024)
by: Xu, Nan, et al.
Published: (2024)
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)
LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems
by: Xu, Nan, et al.
Published: (2024)
by: Xu, Nan, et al.
Published: (2024)
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization
by: Jafari, Yasaman, et al.
Published: (2024)
by: Jafari, Yasaman, et al.
Published: (2024)
The Format Tax
by: Lee, Ivan Yee, et al.
Published: (2026)
by: Lee, Ivan Yee, et al.
Published: (2026)
Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models
by: Han, Xu, et al.
Published: (2024)
by: Han, Xu, et al.
Published: (2024)
Alt-Text with Context: Improving Accessibility for Images on Twitter
by: Srivatsan, Nikita, et al.
Published: (2023)
by: Srivatsan, Nikita, et al.
Published: (2023)
Studying the Soupability of Documents in State Space Models
by: Jafari, Yasaman, et al.
Published: (2025)
by: Jafari, Yasaman, et al.
Published: (2025)
Modeling Community Attitude through Reaction Tone: A Human-AI Collaborative Framework for Evaluating LLM Alignment with Linguistic Behaviors in Online Communities
by: Wen, Nuan, et al.
Published: (2026)
by: Wen, Nuan, et al.
Published: (2026)
Asymmetric Idiosyncrasies in Multimodal Models
by: Tao, Muzi, et al.
Published: (2026)
by: Tao, Muzi, et al.
Published: (2026)
PatentEdits: Framing Patent Novelty as Textual Entailment
by: Lee, Ryan, et al.
Published: (2024)
by: Lee, Ryan, et al.
Published: (2024)
LiFi: Lightweight Controlled Text Generation with Fine-Grained Control Codes
by: Shi, Chufan, et al.
Published: (2024)
by: Shi, Chufan, et al.
Published: (2024)
Measuring How (Not Just Whether) VLMs Build Common Ground
by: Imai, Saki, et al.
Published: (2025)
by: Imai, Saki, et al.
Published: (2025)
To See or To Please: Uncovering Visual Sycophancy and Split Beliefs in VLMs
by: Hong, Rui, et al.
Published: (2026)
by: Hong, Rui, et al.
Published: (2026)
Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages
by: Chen, Danlu, et al.
Published: (2026)
by: Chen, Danlu, et al.
Published: (2026)
[De|Re]constructing VLMs' Reasoning in Counting
by: Alghisi, Simone, et al.
Published: (2025)
by: Alghisi, Simone, et al.
Published: (2025)
Smaller Language Models are Better Black-box Machine-Generated Text Detectors
by: Mireshghallah, Niloofar, et al.
Published: (2023)
by: Mireshghallah, Niloofar, et al.
Published: (2023)
ContextVis: Envision Contextual Learning and Interaction with Generative Models
by: Shui, Bo, et al.
Published: (2024)
by: Shui, Bo, et al.
Published: (2024)
Constrained Adaptive Rejection Sampling
by: Parys, Paweł, et al.
Published: (2025)
by: Parys, Paweł, et al.
Published: (2025)
Gecko: An Efficient Neural Architecture Inherently Processing Sequences with Arbitrary Lengths
by: Ma, Xuezhe, et al.
Published: (2026)
by: Ma, Xuezhe, et al.
Published: (2026)
What They Saw, Not Just Where They Looked: Semantic Scanpath Similarity via VLMs and NLP metric
by: Kerkouri, Mohamed Amine, et al.
Published: (2026)
by: Kerkouri, Mohamed Amine, et al.
Published: (2026)
From sunblock to softblock: Analyzing the correlates of neology in published writing and on social media
by: Ryskina, Maria, et al.
Published: (2026)
by: Ryskina, Maria, et al.
Published: (2026)
Grammar-Aligned Decoding
by: Park, Kanghee, et al.
Published: (2024)
by: Park, Kanghee, et al.
Published: (2024)
The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs
by: Janiak, Denis, et al.
Published: (2025)
by: Janiak, Denis, et al.
Published: (2025)
Measuring What VLMs Don't Say: Validation Metrics Hide Clinical Terminology Erasure in Radiology Report Generation
by: Parikh, Aditya, et al.
Published: (2026)
by: Parikh, Aditya, et al.
Published: (2026)
Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models
by: Wu, Jiaying, et al.
Published: (2025)
by: Wu, Jiaying, et al.
Published: (2025)
The Tool Illusion: Rethinking Tool Use in Web Agents
by: Lou, Renze, et al.
Published: (2026)
by: Lou, Renze, et al.
Published: (2026)
What Prompts Don't Say: Understanding and Managing Underspecification in LLM Prompts
by: Yang, Chenyang, et al.
Published: (2025)
by: Yang, Chenyang, et al.
Published: (2025)
Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?
by: Zhang, Yue, et al.
Published: (2026)
by: Zhang, Yue, et al.
Published: (2026)
Illusory VQA: Benchmarking and Enhancing Multimodal Models on Visual Illusions
by: Rostamkhani, Mohammadmostafa, et al.
Published: (2024)
by: Rostamkhani, Mohammadmostafa, et al.
Published: (2024)
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
by: Yang, Cheng, et al.
Published: (2024)
by: Yang, Cheng, et al.
Published: (2024)
Seeing Isn't Believing: Uncovering Blind Spots in Evaluator Vision-Language Models
by: Khan, Mohammed Safi Ur Rahman, et al.
Published: (2026)
by: Khan, Mohammed Safi Ur Rahman, et al.
Published: (2026)
Similar Items
-
From Reasoning to Pixels: Benchmarking the Alignment Gap in Unified Multimodal Models
by: Yang, Cheng, et al.
Published: (2026) -
Do Text Edits Generalize to Visual Generation? Benchmarking Cross-Modal Knowledge Editing in UMMs
by: Gao, Xin, et al.
Published: (2026) -
Towards Chapter-to-Chapter Context-Aware Literary Translation via Large Language Models
by: Jin, Linghao, et al.
Published: (2024) -
Optical Context Compression Is Just (Bad) Autoencoding
by: Lee, Ivan Yee, et al.
Published: (2025) -
LLM2: Let Large Language Models Harness System 2 Reasoning
by: Yang, Cheng, et al.
Published: (2024)