Harnessing Webpage UIs for Text-Rich Visual Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Junpeng, Ou, Tianyue, Song, Yifan, Qu, Yuxiao, Lam, Wai, Xiong, Chenyan, Chen, Wenhu, Neubig, Graham, Yue, Xiang |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?
by: Liu, Junpeng, et al.
Published: (2024)
by: Liu, Junpeng, et al.
Published: (2024)
VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge
by: Song, Yueqi, et al.
Published: (2025)
by: Song, Yueqi, et al.
Published: (2025)
Midtraining Bridges Pretraining and Posttraining Distributions
by: Liu, Emmy, et al.
Published: (2025)
by: Liu, Emmy, et al.
Published: (2025)
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding
by: Xu, Hongshen, et al.
Published: (2024)
by: Xu, Hongshen, et al.
Published: (2024)
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models
by: Zhang, Charlie, et al.
Published: (2025)
by: Zhang, Charlie, et al.
Published: (2025)
What Is Missing in Multilingual Visual Reasoning and How to Fix It
by: Song, Yueqi, et al.
Published: (2024)
by: Song, Yueqi, et al.
Published: (2024)
CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation
by: Huq, Faria, et al.
Published: (2025)
by: Huq, Faria, et al.
Published: (2025)
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark
by: Yue, Xiang, et al.
Published: (2024)
by: Yue, Xiang, et al.
Published: (2024)
Go-Browse: Training Web Agents with Structured Exploration
by: Gandhi, Apurva, et al.
Published: (2025)
by: Gandhi, Apurva, et al.
Published: (2025)
BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models
by: Tjuatja, Lindia, et al.
Published: (2025)
by: Tjuatja, Lindia, et al.
Published: (2025)
RAGViz: Diagnose and Visualize Retrieval-Augmented Generation
by: Wang, Tevin, et al.
Published: (2024)
by: Wang, Tevin, et al.
Published: (2024)
Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate
by: Wang, Yubo, et al.
Published: (2025)
by: Wang, Yubo, et al.
Published: (2025)
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
by: Guo, Jarvis, et al.
Published: (2024)
by: Guo, Jarvis, et al.
Published: (2024)
Modeling Distinct Human Interaction in Web Agents
by: Huq, Faria, et al.
Published: (2026)
by: Huq, Faria, et al.
Published: (2026)
Analyzing Information Sharing and Coordination in Multi-Agent Planning
by: Ou, Tianyue, et al.
Published: (2025)
by: Ou, Tianyue, et al.
Published: (2025)
Demystifying Long Chain-of-Thought Reasoning in LLMs
by: Yeo, Edward, et al.
Published: (2025)
by: Yeo, Edward, et al.
Published: (2025)
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
by: Zhang, Yanzhe, et al.
Published: (2023)
by: Zhang, Yanzhe, et al.
Published: (2023)
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers
by: Gong, Linyuan, et al.
Published: (2023)
by: Gong, Linyuan, et al.
Published: (2023)
Evaluating Text-to-Visual Generation with Image-to-Text Generation
by: Lin, Zhiqiu, et al.
Published: (2024)
by: Lin, Zhiqiu, et al.
Published: (2024)
Effective Strategies for Asynchronous Software Engineering Agents
by: Geng, Jiayi, et al.
Published: (2026)
by: Geng, Jiayi, et al.
Published: (2026)
JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation
by: Onohara, Shota, et al.
Published: (2024)
by: Onohara, Shota, et al.
Published: (2024)
An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance
by: Khanuja, Simran, et al.
Published: (2024)
by: Khanuja, Simran, et al.
Published: (2024)
Clean Evaluations on Contaminated Visual Language Models
by: Lu, Hongyuan, et al.
Published: (2024)
by: Lu, Hongyuan, et al.
Published: (2024)
An Incomplete Loop: Instruction Inference, Instruction Following, and In-context Learning in Language Models
by: Liu, Emmy, et al.
Published: (2024)
by: Liu, Emmy, et al.
Published: (2024)
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach
by: Kaneko, Masahiro, et al.
Published: (2023)
by: Kaneko, Masahiro, et al.
Published: (2023)
MAmmoTH2: Scaling Instructions from the Web
by: Yue, Xiang, et al.
Published: (2024)
by: Yue, Xiang, et al.
Published: (2024)
RePro: Training Language Models to Faithfully Recycle the Web for Pretraining
by: Yu, Zichun, et al.
Published: (2025)
by: Yu, Zichun, et al.
Published: (2025)
Hypertext Entity Extraction in Webpage
by: Yang, Yifei, et al.
Published: (2024)
by: Yang, Yifei, et al.
Published: (2024)
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
by: Huan, Maggie, et al.
Published: (2025)
by: Huan, Maggie, et al.
Published: (2025)
Craw4LLM: Efficient Web Crawling for LLM Pretraining
by: Yu, Shi, et al.
Published: (2025)
by: Yu, Shi, et al.
Published: (2025)
GuideWeb: A Benchmark for Automatic In-App Guide Generation on Real-World Web UIs
by: Gan, Chengguang, et al.
Published: (2026)
by: Gan, Chengguang, et al.
Published: (2026)
Beyond Browsing: API-Based Web Agents
by: Song, Yueqi, et al.
Published: (2024)
by: Song, Yueqi, et al.
Published: (2024)
VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation
by: Ni, Yuansheng, et al.
Published: (2025)
by: Ni, Yuansheng, et al.
Published: (2025)
Multi-Dimensional Evaluation of Text Summarization with In-Context Learning
by: Jain, Sameer, et al.
Published: (2023)
by: Jain, Sameer, et al.
Published: (2023)
GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text
by: Ginn, Michael, et al.
Published: (2024)
by: Ginn, Michael, et al.
Published: (2024)
ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents
by: Kang, Hao, et al.
Published: (2024)
by: Kang, Hao, et al.
Published: (2024)
AutoRule: Reasoning Chain-of-thought Extracted Rule-based Rewards Improve Preference Learning
by: Wang, Tevin, et al.
Published: (2025)
by: Wang, Tevin, et al.
Published: (2025)
Generating Pretraining Tokens from Organic Data for Data-Bound Scaling
by: Yu, Zichun, et al.
Published: (2026)
by: Yu, Zichun, et al.
Published: (2026)
Do LLMs Understand Your Translations? Evaluating Paragraph-level MT with Question Answering
by: Fernandes, Patrick, et al.
Published: (2025)
by: Fernandes, Patrick, et al.
Published: (2025)
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text
by: Li, Shuaiyi, et al.
Published: (2023)
by: Li, Shuaiyi, et al.
Published: (2023)
Similar Items
-
VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?
by: Liu, Junpeng, et al.
Published: (2024) -
VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge
by: Song, Yueqi, et al.
Published: (2025) -
Midtraining Bridges Pretraining and Posttraining Distributions
by: Liu, Emmy, et al.
Published: (2025) -
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding
by: Xu, Hongshen, et al.
Published: (2024) -
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models
by: Zhang, Charlie, et al.
Published: (2025)