BSA
Datasets
All datasets matching “BSA”bsard
Dataset Card for BSARD
Dataset Summary
The Belgian Statutory Article Retrieval Dataset (BSARD) is a French native dataset for studying legal information retrieval. BSARD consists of more than 22,600 statutory articles from Belgian law and about 1,100 legal questions posed by Belgian citizens and labeled by experienced jurists with relevant articles from the corpus.
Supported Tasks and Leaderboards
document-retrieval: The dataset can be used to train models for… See the full description on the dataset page: https://huggingface.co/datasets/maastrichtlawtech/bsard.indian-legal-sections-bns-bnss-bsa-2023
🏛️ Indian Legal Sections — BNS · BNSS · BSA 2023
The First Structured, Unified JSON Dataset of Modern Indian Criminal Law
📖 Dataset Summary
This dataset contains 1,059 fully structured and verified sections extracted, parsed, and unified from India's three landmark criminal justice reform acts passed in December 2023. These three acts together replaced the colonial-era Indian Penal Code (IPC, 1860), the Code of Criminal Procedure… See the full description on the dataset page: https://huggingface.co/datasets/GSMS-B/indian-legal-sections-bns-bnss-bsa-2023.dreamt
Dataset Description
DREAMT (Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology) is a dataset designed to facilitate the development and evaluation of machine learning models for sleep stage estimation using data from multisensor wearable devices.
Version: 2.1.0
Repository: PhysioNet: DREAMT v2.1.0
Access Policy & Licensing
Due to the sensitive nature of health data, this dataset is restricted and cannot be downloaded directly without… See the full description on the dataset page: https://huggingface.co/datasets/bsaenz/dreamt.Indian-Legal-QA-BNS-BNSS-BSA
Indian Legal QA — BNS + BNSS + BSA 2023
6,354 structured question-answer pairs covering all 1,059 sections across India's three criminal justice acts of 2023
Overview
This dataset contains 6,354 instruction-format question-answer pairs in JSONL format, covering every section of India's three criminal justice reform acts enacted in 2023. Each section has exactly 6 questions approaching the same legal provision from different angles… See the full description on the dataset page: https://huggingface.co/datasets/GSMS-B/Indian-Legal-QA-BNS-BNSS-BSA.BSARDRetrieval
BSARDRetrieval
An MTEB dataset
Massive Text Embedding Benchmark
The Belgian Statutory Article Retrieval Dataset (BSARD) is a French native dataset for studying legal information retrieval. BSARD consists of more than 22,600 statutory articles from Belgian law and about 1,100 legal questions posed by Belgian citizens and labeled by experienced jurists with relevant articles from the corpus.
Task category
t2t
Domains
Legal, Spoken
Reference… See the full description on the dataset page: https://huggingface.co/datasets/mteb/BSARDRetrieval.travel-fraud-graphs
TravelFraudBench (TFG)
The first publicly available labeled heterogeneous graph benchmark for GNN-based fraud ring detection in travel networks.
Paper
Dataset Structure
This dataset contains heterogeneous graph data split into 20 named configurations — one per node type and one per edge type — each with small, medium, and large splits.
Loading a specific node or edge table
from datasets import load_dataset
# Load user nodes (medium scale)
users =… See the full description on the dataset page: https://huggingface.co/datasets/bsajja7/travel-fraud-graphs.