Table · dataset · 2022
darrow-ai/USClassActionOutcomes_ExpertsAnnotations
Listed in Hugging Face Datasets
Dataset
Description
Summary
USClassActions is an English dataset of 200 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.
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The data was annotated using Darrow.ai proprietary tool. Data Instances from datasets import load_dataset dataset =… See the full description on the dataset page: huggingface.co/datasets/darrow-ai/USClassActionOutcomes_ExpertsAnnotations.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/darrow-ai/USClassActionOutcomes_ExpertsAnnotations ↗
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/USClassActionOutcomes_ExpertsAnnotations ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | darrow-ai/USClassActionOutcomes_ExpertsAnnotations | 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:tabular | source · 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 |