GDPR
Datasets
All datasets matching “GDPR”gdpr-holdings-retrieval
GDPR Holdings Retrieval 🔐
GDPR Holdings Retrieval by Isaacus is a novel and challenging legal information retrieval evaluation dataset consisting of 500 fact patterns paired with holdings in European regulatory and court decisions.
This dataset is intended to stress test the ability of an information retrieval model to retrieve relevant judicial and regulatory decisions given arbitrary fact patterns.
This dataset forms part of the Massive Legal Embeddings Benchmark (MLEB), the… See the full description on the dataset page: https://huggingface.co/datasets/isaacus/gdpr-holdings-retrieval.GDPR
Abstract
The General Data Protection Regulation (GDPR) stands as one of the most significant legal frameworks for data protection and privacy in recent years. Enforced by the European Union (EU) since May 2018, the GDPR has garnered global attention due to its wide-reaching impact on businesses, organizations, and individuals, transcending geographical boundaries.
While initially conceived to safeguard the data rights of EU citizens, its influence extends far beyond EU member states… See the full description on the dataset page: https://huggingface.co/datasets/AndreaSimeri/GDPR.gdpr-dpo-2277-targeted
GDPR DPO Targeted Rejections (2,277 preference pairs)
Direct Preference Optimization (DPO) dataset for GDPR compliance Q&A in
English. Unlike self-play rejections (same model's degraded outputs), this
dataset uses an external LLM (GPT-4o-mini) to generate rejections with
five controlled error types, length-matched to the chosen answer.
How rejections were generated
Rejections deliberately introduce one of five controlled error types, evenly
distributed:
Error Type… See the full description on the dataset page: https://huggingface.co/datasets/cycloevan/gdpr-dpo-2277-targeted.uk-gdpr-small-business-qa
UK GDPR Small Business Q&A
1,000 question-answer pairs covering UK GDPR and Data Protection Act 2018 compliance for small businesses.
Dataset Description
This dataset provides practical, citable answers to real-world GDPR questions faced by UK small business owners, managers, and employees. Each answer references specific UK GDPR articles, ICO guidance documents, and Data Protection Act 2018 provisions where relevant.
Topics covered include consent, data breaches, subject… See the full description on the dataset page: https://huggingface.co/datasets/Draeg82/uk-gdpr-small-business-qa.spanish-gdpr-pii-ner-v9-validation
Spanish GDPR PII NER — v9 Validation & Reproducibility
Held-out evaluation set, scripts, and results for
kierandesmond/spanish-gdpr-pii-ner-v9.
Why this repo exists
v6/v8 were scored on a tiny n=1–6 "battery" that reported 90%+ but hid real failures.
v9 introduces a large held-out eval set (7,304 examples, 200–336 per entity, with hard
negatives) to get statistically-meaningful per-entity numbers. Re-scoring v8 on it revealed
SIP_CARD 0.5%, ETHNIC_ORIGIN 40%… See the full description on the dataset page: https://huggingface.co/datasets/kierandesmond/spanish-gdpr-pii-ner-v9-validation.EU-AI-Regulation-GDPR-2025
EuropeGram: EU Legal Text -- RAG Chunks & Instruction Data
Structured, chunked, and instruction-formatted text derived from official EU
legislation, built for retrieval-augmented generation (RAG) and LoRA
fine-tuning experiments comparing Base / RAG / Fine-tuned / Fine-tuned+RAG
LLM strategies over EU documents. Produced by the EuropeGram project's
extraction -> chunking -> fine-tuning-export pipeline.
Source documents
Document
CELEX ID
Source
Chunks… See the full description on the dataset page: https://huggingface.co/datasets/ApyHTML19/EU-AI-Regulation-GDPR-2025.