Multilingual Legal Q&A Dataset: Labor Laws of Bangladesh, India & UAE

Published: 21 May 2026| Version 1 | DOI: 10.17632/2fsm52x7jy.1
Contributors:
Kazi Md. Naimur Rahman,
,

Description

This dataset provides a curated collection of Question and Answer (Q&A) pairs focusing on the labor and employment laws of three major economic hubs: Bangladesh, India, and the United Arab Emirates (UAE). The data is presented in a highly structured format, bridging complex legal jargon with accessible explanations. It covers critical workplace topics including industrial dispute resolution, occupational health and safety, employment contracts, worker welfare, and termination protocols. What makes this dataset particularly valuable for the Natural Language Processing (NLP) community is its multilingual nature, featuring parallel or region-specific legal contexts in English, Bengali, Hindi, and Arabic. The dataset is divided into multiple CSV files based on region and language, making it highly modular for specific NLP pipelines. Included Files: 1. labor law Bangladesh (English).csv 2. labor law Bangladesh (Bangla).csv 3. labor law india (Hindi).csv 4. labor law uae (English).csv 5. labor law uae (Arabic).csv

Files

Institutions

Categories

Law, Legal Practice, Natural Language Processing, Machine Learning, Labor Law, Multilingual LLM

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