j-rausch / DSG
☆30Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for DSG
- Dataset and scripts for HRDoc☆31Updated last year
- Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.☆115Updated last year
- ReadingBank: A Benchmark Dataset for Reading Order Detection☆91Updated 2 months ago
- InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions (AAAI2024)☆137Updated 5 months ago
- The code related to the baselines from NeurIPS 2021 paper "DUE: End-to-End Document Understanding Benchmark."☆35Updated last year
- Code and data for "StructLM: Towards Building Generalist Models for Structured Knowledge Grounding" (COLM 2024)☆68Updated 3 weeks ago
- ☆54Updated 10 months ago
- We identify the desiderata for a comprehensive benchmark and propose Visually Rich Document Understanding (VRDU). VRDU contains two datas…☆74Updated last year
- Incorporating VIsual LAyout Structures for Scientific Text Classification☆173Updated last year
- High-Performance Transformers for Table Structure Recognition Need Early Convolutions☆41Updated 7 months ago
- Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models, EMNLP 2023☆43Updated 4 months ago
- Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.☆161Updated 2 months ago
- CTE: Contextualized Table Extraction Dataset☆17Updated last year
- multimodal document analysis☆159Updated 5 months ago
- Dataset of PNG images from synthetically generated table layouts with annotations in JSONL files☆128Updated 11 months ago
- Official implementation for Dessurt☆56Updated last year
- Example codebase for fine-tuning layoutLMv3 on DocVQA☆49Updated 2 years ago
- My implementation of Kosmos2.5 from the paper: "KOSMOS-2.5: A Multimodal Literate Model"☆68Updated this week
- Code for the ICDAR2021 paper "Visual FUDGE: Form Understanding via Dynamic Graph Editing"☆33Updated 2 years ago
- ☆41Updated 2 years ago
- Object Detection Model for Scanned Documents☆82Updated last year
- Implementation of the paper: Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer.☆16Updated last year
- DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis☆265Updated last year
- TAT-DQA: Towards Complex Document Understanding By Discrete Reasoning☆19Updated last month
- [ICDAR 2023] (Oral) An End-to-End Unified Domain Adaptive Transformer for Document Instance Segmentation☆70Updated last month
- Datasets and Evaluation Scripts for CompHRDoc☆21Updated 7 months ago
- OCR Annotations from Amazon Textract for Industry Documents Library☆99Updated 2 years ago
- Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task…☆255Updated last year
- DocILE: Document Information Localization and Extraction Benchmark☆117Updated 5 months ago
- ☆74Updated 2 years ago