Similar Items
UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
by: Ji, Yifan, et al.
Published: (2026)
by: Ji, Yifan, et al.
Published: (2026)
A Survey on Data Augmentation in Large Model Era
by: Zhou, Yue, et al.
Published: (2024)
by: Zhou, Yue, et al.
Published: (2024)
MobileRAG: Enhancing Mobile Agent with Retrieval-Augmented Generation
by: Loo, Gowen, et al.
Published: (2025)
by: Loo, Gowen, et al.
Published: (2025)
Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding
by: Gao, Sensen, et al.
Published: (2025)
by: Gao, Sensen, et al.
Published: (2025)
DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
by: Zhu, Dawei, et al.
Published: (2025)
by: Zhu, Dawei, et al.
Published: (2025)
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability
by: Cao, Chengtai, et al.
Published: (2022)
by: Cao, Chengtai, et al.
Published: (2022)
Drawing the Line: Enhancing Trustworthiness of MLLMs Through the Power of Refusal
by: Wang, Yuhao, et al.
Published: (2024)
by: Wang, Yuhao, et al.
Published: (2024)
Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory
by: Anagnostopoulou, Aliki, et al.
Published: (2023)
by: Anagnostopoulou, Aliki, et al.
Published: (2023)
MSG-Chart: Multimodal Scene Graph for ChartQA
by: Dai, Yue, et al.
Published: (2024)
by: Dai, Yue, et al.
Published: (2024)
Sparrow: Data-Efficient Video-LLM with Text-to-Image Augmentation
by: Yin, Shukang, et al.
Published: (2024)
by: Yin, Shukang, et al.
Published: (2024)
Using Sign Language Production as Data Augmentation to enhance Sign Language Translation
by: Walsh, Harry, et al.
Published: (2025)
by: Walsh, Harry, et al.
Published: (2025)
ROAP: A Reading-Order and Attention-Prior Pipeline for Optimizing Layout Transformers in Key Information Extraction
by: Xie, Tingwei, et al.
Published: (2026)
by: Xie, Tingwei, et al.
Published: (2026)
MM-GEN: Enhancing Task Performance Through Targeted Multimodal Data Curation
by: Joshi, Siddharth, et al.
Published: (2025)
by: Joshi, Siddharth, et al.
Published: (2025)
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization
by: Wang, Weiyun, et al.
Published: (2024)
by: Wang, Weiyun, et al.
Published: (2024)
ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data
by: Shen, Yufan, et al.
Published: (2024)
by: Shen, Yufan, et al.
Published: (2024)
RA-RRG: Multimodal Retrieval-Augmented Radiology Report Generation with Key Phrase Extraction
by: Park, Jonggwon, et al.
Published: (2025)
by: Park, Jonggwon, et al.
Published: (2025)
Docopilot: Improving Multimodal Models for Document-Level Understanding
by: Duan, Yuchen, et al.
Published: (2025)
by: Duan, Yuchen, et al.
Published: (2025)
PreP-OCR: A Complete Pipeline for Document Image Restoration and Enhanced OCR Accuracy
by: Guan, Shuhao, et al.
Published: (2025)
by: Guan, Shuhao, et al.
Published: (2025)
Are We on the Right Way for Assessing Document Retrieval-Augmented Generation?
by: Shen, Wenxuan, et al.
Published: (2025)
by: Shen, Wenxuan, et al.
Published: (2025)
Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering
by: Dong, Kuicai, et al.
Published: (2025)
by: Dong, Kuicai, et al.
Published: (2025)
Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation
by: Martin, Alexander, et al.
Published: (2025)
by: Martin, Alexander, et al.
Published: (2025)
DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation
by: Peng, Yi-Hao, et al.
Published: (2024)
by: Peng, Yi-Hao, et al.
Published: (2024)
MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale
by: Wang, Bin, et al.
Published: (2026)
by: Wang, Bin, et al.
Published: (2026)
ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction
by: Guo, Zichun, et al.
Published: (2026)
by: Guo, Zichun, et al.
Published: (2026)
Joint Extraction Matters: Prompt-Based Visual Question Answering for Multi-Field Document Information Extraction
by: Loem, Mengsay, et al.
Published: (2025)
by: Loem, Mengsay, et al.
Published: (2025)
QID: Efficient Query-Informed ViTs in Data-Scarce Regimes for OCR-free Visual Document Understanding
by: Le, Binh M., et al.
Published: (2025)
by: Le, Binh M., et al.
Published: (2025)
Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP
by: Park, Junsung, et al.
Published: (2025)
by: Park, Junsung, et al.
Published: (2025)
Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information
by: Zhao, Junbo, et al.
Published: (2025)
by: Zhao, Junbo, et al.
Published: (2025)
Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning
by: Yan, Yang, et al.
Published: (2025)
by: Yan, Yang, et al.
Published: (2025)
Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data
by: Wang, Haonan, et al.
Published: (2023)
by: Wang, Haonan, et al.
Published: (2023)
RealKIE: Five Novel Datasets for Enterprise Key Information Extraction
by: Townsend, Benjamin, et al.
Published: (2024)
by: Townsend, Benjamin, et al.
Published: (2024)
Open Vocabulary Panoptic Segmentation With Retrieval Augmentation
by: Sadeq, Nafis, et al.
Published: (2026)
by: Sadeq, Nafis, et al.
Published: (2026)
Visual Program Distillation with Template-Based Augmentation
by: Shlapentokh-Rothman, Michal, et al.
Published: (2024)
by: Shlapentokh-Rothman, Michal, et al.
Published: (2024)
ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from Unstructured Financial Documents
by: Pala, Furkan, et al.
Published: (2024)
by: Pala, Furkan, et al.
Published: (2024)
CAIRe: Cultural Attribution of Images by Retrieval-Augmented Evaluation
by: Yayavaram, Arnav, et al.
Published: (2025)
by: Yayavaram, Arnav, et al.
Published: (2025)
Understanding Retrieval Robustness for Retrieval-Augmented Image Captioning
by: Li, Wenyan, et al.
Published: (2024)
by: Li, Wenyan, et al.
Published: (2024)
Minimal Clips, Maximum Salience: Long Video Summarization via Key Moment Extraction
by: Pennec, Galann, et al.
Published: (2025)
by: Pennec, Galann, et al.
Published: (2025)
PP-DocBee: Improving Multimodal Document Understanding Through a Bag of Tricks
by: Ni, Feng, et al.
Published: (2025)
by: Ni, Feng, et al.
Published: (2025)
Refining Skewed Perceptions in Vision-Language Contrastive Models through Visual Representations
by: Dai, Haocheng, et al.
Published: (2024)
by: Dai, Haocheng, et al.
Published: (2024)
RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding
by: Li, Jiaang, et al.
Published: (2025)
by: Li, Jiaang, et al.
Published: (2025)
Similar Items
-
UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
by: Ji, Yifan, et al.
Published: (2026) -
A Survey on Data Augmentation in Large Model Era
by: Zhou, Yue, et al.
Published: (2024) -
MobileRAG: Enhancing Mobile Agent with Retrieval-Augmented Generation
by: Loo, Gowen, et al.
Published: (2025) -
Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding
by: Gao, Sensen, et al.
Published: (2025) -
DocLens : A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
by: Zhu, Dawei, et al.
Published: (2025)