Update README.md

README.md

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----
-license: cc-by-4.0
----
+---
+license: cc-by-4.0
+pretty_name: 'Turkish Documents Dataset (PDF)'
+language:
+- tr
+tags:
+- pdf
+- turkish
+- document-understanding
+- text-recognition
+- ocr
+- ai-research
+- computer-vision
+- text-extraction
+task_categories:
+- document-classification
+- text-recognition
+size_categories:
+- 1K<n<10K
+---
+
+# Turkish Documents Dataset (PDF)
+*This dataset contains a curated collection of Turkish-language documents in PDF format. The corpus includes books, research papers, news articles, educational materials, and public-domain government publications written in Turkish. It is designed to support AI research in OCR, multilingual document understanding, and text extraction.*
+
+## Contact
+For queries or collaborations related to this dataset, contact:  
+  - [email protected]  
+  - [email protected]  
+
+## Supported Tasks
+
+- **Task Categories**:  
+  - Document Classification  
+  - OCR and Text Recognition  
+  - Layout and Structure Analysis  
+  - Language Modeling for Turkish  
+
+- **Supported Tasks**:  
+  - Extraction of printed Turkish text from PDF files  
+  - Classification of documents by domain (academic, educational, literary, news)  
+  - OCR for Turkish diacritics and Latin-script variations  
+  - Benchmarking AI models for Turkish-language document parsing and understanding  
+
+## Languages
+
+- **Primary Language**: Turkish  
+- **Secondary Presence**: English and Arabic-origin words commonly used in Turkish text  
+
+## Dataset Creation
+
+### Curation Rationale
+The dataset was curated to improve AI systems’ ability to process Turkish-language documents with varied formatting, structure, and vocabulary. It supports multilingual OCR and research in digital archiving of Turkish text sources.
+
+### Source Data
+- **Contributors**: Public Turkish archives, educational repositories, and open-access digital libraries.  
+- **Collection Process**: All PDFs were sourced from open-license or public-domain repositories that permit reuse for AI training and research.  
+
+### Other Known Limitations
+- **Bias**: Primarily academic and formal Turkish; fewer informal or dialectal documents  
+- **Format Variation**: Some PDFs contain scanned pages or mixed Turkish-English content  
+- **Regional Coverage**: Focused on Standard Turkish; limited inclusion of Ottoman Turkish or regional dialects  
+
+## Intended Uses
+
+### ✅ Direct Use
+- Training and evaluation of OCR models for Turkish text  
+- Research in multilingual document understanding  
+- Digitization of Turkish-language educational and governmental archives  
+
+### ❌ Out-of-Scope Use
+- Extracting or identifying personal or sensitive data  
+- Commercial redistribution of copyrighted materials  
+- Use in handwriting analysis, surveillance, or profiling  
+
+## License
+
+CC BY 4.0