| --- |
| license: cc-by-4.0 |
| tags: |
| - marathi |
| - marathi-language |
| - stem |
| - educational-text |
| - science |
| - mathematics |
| - engineering |
| - technology |
| - text-corpus |
| - language-corpus |
| - linguistic-data |
| - nlp |
| - llm |
| - instruction-tuning |
| - multilingual |
| - indic-language |
|
|
| pretty_name: Marathi STEM Educational Text Corpus for NLP and LLM Training |
| --- |
| **Dataset Description:** |
|
|
| **This dataset is a large-scale collection of Marathi STEM textbook data, containing 173 books and 7.81 million words, designed to support the development and training of advanced NLP systems and AI models for scientific understanding, problem-solving, and concept learning in Marathi.** |
|
|
| **Full Dataset Overview** |
| **This dataset is part of a large-scale multilingual educational corpus containing over 2.6+ billion words across 5,000+ subjects, supported by interwoven images for deeper contextual understanding. It includes 39,000+ books across 15 languages, designed to support the development and training of advanced NLP systems and AI models for multilingual knowledge learning, reasoning, and educational understanding.** |
|
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| **Dataset Specification** |
|
|
| -Books: 173 |
| -words: 7.81 m |
| -Modality: Marathi |
| -Type: Educational / STEM |
| -Data Source: Curated academic textbooks and educational material |
| -Data Nature: Real-world and curated data |
| -Content: Scientific concepts, problem-solving questions, answers, and explanations |
| |
| |
| **Key Use Cases** |
| |
| -Named Entity Recognition (NER) in STEM content |
| -Scientific text summarization and comprehension |
| -Automated tutoring and educational assistants |
| -STEM knowledge retrieval systems |
| -Model evaluation and benchmarking |
| |
|
|
| |
| **Value of This Dataset** |
|
|
| -Enables learning of STEM subjects in Marathi |
| -Improves analytical reasoning and problem-solving in AI models |
| -Supports multilingual and domain-specific NLP systems |
| -Helps build AI-powered educational platforms |
| -Enhances accuracy and reliability of LLMs in STEM domains |
| |
|
|
| **Basic JSON Schema** |
|
|
| ```json |
| { |
| "file_name": "string", |
| "page_number": "int64", |
| "line_number": "int64", |
| "subject": "string", |
| "source_type": "string", |
| "text": "string" |
| } |
| ``` |
|
|
|
|
| **Data Creation** |
|
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| 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](https://infobay.ai/) or contact us directly. |
|
|
| -Ph: (91) 8303174762 |
| -Email: datareq@infobay.ai |
