Table · dataset · 2022
DocBank
Listed in Hugging Face Datasets
Dataset Card for DocBank Dataset
Description
Summary
DocBank is a new large-scale dataset that is constructed using a weak supervision approach. It enables models to integrate both the textual and layout information for downstream tasks. The current DocBank dataset totally includes 500K document pages, where 400K for training, 50K for validation and 50K for testing.
Read the rest (1 more)
Supported Tasks and Leaderboards Document AI (text and layout) Languages English Dataset… See the full description on the dataset page: huggingface.co/datasets/maveriq/DocBank.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/maveriq/DocBank ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2006.01038 arxiv.org/abs/2006.01038 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/maveriq/DocBank ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | maveriq/DocBank | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |