Data · dataset · 2022
florianbussmann/FUNSD-vu2020revising
Listed in Hugging Face Datasets
\ FUNSD is one of the limited publicly available datasets for information extraction from document images.
Description
The information in the FUNSD dataset is defined by text areas of four categories ("key", "value", "header", "other", and "background") and connectivity between areas as key-value relations. Inspecting FUNSD, we found several inconsistency in labeling, which impeded its applicability to the key-value extraction problem.
In this report, we described some labeling issues in FUNSD and the revision we made to the dataset.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/florianbussmann/FUNSD-vu2020revising ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2010.05322 arxiv.org/abs/2010.05322 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/florianbussmann/FUNSD-vu2020revising ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | florianbussmann/FUNSD-vu2020revising | 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].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| 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 |
| 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 |