Table · dataset · 2023
TUMLegalTech/echr_rational
Listed in Hugging Face Datasets
Dataset Card for echr_rational Dataset
Description
Summary
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts This work demonstrates that Legal Judgement Prediction systems without expert-informed adjustments can be vulnerable to shallow, distracting surface signals that arise from corpus construction, case distribution, and confounding factors. To mitigate this, we use domain expertise to strategically identify… See the full description on the dataset page: huggingface.co/datasets/TUMLegalTech/echr_rational.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/TUMLegalTech/echr_rational ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2210.13836 arxiv.org/abs/2210.13836 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/TUMLegalTech/echr_rational ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | TUMLegalTech/echr_rational | 13 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 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| 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 |