InfoBayAI/Marathi-Non-STEM-Educational-Text-Corpus

Dataset Description:

This dataset is a large-scale collection of Marathi Non-STEM Textbook data, designed to support the development of advanced NLP systems and AI models for educational understanding, language comprehension, reasoning, and concept learning in Marathi.

Additionally, this dataset can be used in pipelines for Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF) workflows, improving model performance in comprehension, reasoning, and educational understanding tasks.

Key Use Cases

-Named Entity Recognition (NER) in Non-STEM content
-Educational text summarization and comprehension
-Automated tutoring and educational assistants
-Knowledge retrieval systems
-Model evaluation and benchmarking

Dataset Specification

-Modality: Marathi
-Type: Educational / Non-STEM
-Data Source: Curated academic textbooks and educational material
-Data Nature: Real-world and curated data
-Content: Humanities, social sciences, literature, history, geography, civics, and educational explanations
-Books: 584

Value of This Dataset

-Enables learning of Non-STEM subjects in Marathi
-Improves reasoning and comprehension capabilities in AI models
-Supports multilingual and domain-specific NLP systems
-Helps build AI-powered educational platforms
-Enhances accuracy and reliability of LLMs in Non-STEM domains

Basic JSON Schema

{
    "file_name": "string",
    "page_number": "integer",
    "line_number": "integer",
    "subject": "string",
    "source_type": "string",
    "text": "string"
}

Full Dataset Overview

2.28+ Billion Words covering 5,000+ Subjects with interwoven images for deeper context 32,000+ Books in 14 Languages

Data Creation

Procured through formal agreements and generated in the ordinary course of business.

Considerations

This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website InfoBay AI or contact us directly.

-Ph: (91) 8303174762
-Email: datareq@infobay.ai