Table · dataset · 2022
darrow-ai/USClassActions
Listed in Hugging Face Datasets
More Details & Collaborations Feel free to contact us in order to get a larger dataset.
Description
We would be happy to collaborate on future works. Dataset
Summary
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USClassActions is an English dataset of 3K complaints from the US Federal Court with the respective binarized judgment outcome (Win/Lose). The dataset poses a challenging text classification task. We are happy to share this dataset in order to promote robustness and fairness studies on the critical area of legal NLP.
The… See the full description on the dataset page: huggingface.co/datasets/darrow-ai/USClassActions.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/darrow-ai/USClassActions ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2211.00582 arxiv.org/abs/2211.00582 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/darrow-ai/USClassActions ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification · zero shot classification
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | darrow-ai/USClassActions | 8 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%) |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:zero-shot-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| 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 |