Update README.md

README.md

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 license: mit
 language:
 - ru
----
+tags:
+- nenets
+- low-resource
+- parallel-corpus
+- machine-translation
+- nlp
+- uralic
+- endangered-language
+task_categories:
+- translation
+---
+
+# Nenets Language Datasets
+
+📂 Source code on [GitHub](https://github.com/shnyakov/nenets)
+
+**Abstract:**  
+The *Nenets Language Datasets* project provides parallel and monolingual corpora for Tundra and Forest Nenets.  
+The dataset supports research in machine translation, morphological analysis, and language modeling under low-resource conditions.
+
+---
+
+## Описание проекта
+
+**Nenets Language Datasets** — это собрание параллельных и монолингвальных корпусов для изучения и обработки ненецкого языка (тундровый и лесной).  
+Корпуса включают тексты из фольклора, газетных публикаций и социальных сетей.  
+Проект направлен на создание открытой лингвистической базы для задач машинного перевода, морфологического анализа и языкового моделирования в условиях ограниченных данных.
+
+---
+
+## Motivation / Мотивация
+
+The Nenets language belongs to the Samoyedic branch of the Uralic language family and is considered **low-resource and endangered**.  
+This dataset aims to support:
+
+- development of **neural Nenets–Russian MT systems**;  
+- training of **language models** for low-resource languages;  
+- **morphological and syntactic analysis** tasks;  
+- **documentation and preservation** of Arctic indigenous linguistic heritage.
+
+---
+
+## Dataset Composition / Состав корпуса
+
+### Tundra Nenets language / Тундровый ненецкий язык
+
+| File | Description | Language(s) | Size |
+|------|--------------|-------------|------|
+| `parallel_corpus_tales_yangasova.csv` | Parallel corpus of Nenets fairy tales with Russian translations (T. Yangasova collection, 2007). | Nenets ↔ Russian | 3,114 pairs |
+| `articles_nvinder.csv` | News articles from *Няръяна Вындер* (nvinder.ru), sentence-aligned. | Nenets ↔ Russian | 286 pairs |
+
+### Forest Nenets language / Лесной ненецкий язык
+
+| File | Description | Language(s) | Size |
+|------|--------------|-------------|------|
+| `nn_yanao_posts.csv` | Posts from *Няръяна Нгэрм* VK community, written in the Forest dialect. | Nenets, Russian | 1,915 posts |
+| `nn_yanao_posts_2.csv` | Posts from *«Няръяна Нгэрм». Пишем на лесном диалекте* (vk.com/club173849556). | Nenets, Russian | 409 posts |
+| `articles_yamal_expedition.csv` | Ethnographic texts from the project *Real People*. | Nenets | 42 articles |
+| `articles_yamal_expedition_2.csv` | Ethnographic texts from *Хойняна тохолкова*. | Nenets | 5 articles |
+
+---
+
+## Data Processing and Curation / Обработка данных
+
+- Manual sentence alignment for all parallel sets.  
+- Orthographic normalization and conversion to unified Cyrillic script.
+
+For preprocessing scripts and alignment tools, see [GitHub repository](https://github.com/shnyakov/nenets).
+
+---
+
+## Use Cases / Применение
+
+- **Machine Translation (MT)** Nenets ↔ Russian  
+- **Language Modeling (LM)** for low-resource languages  
+- **Morphological segmentation** and **POS tagging**  
+- **Dialect identification** and **variation analysis**  
+- **Digital humanities** and **sociolinguistic** research
+
+---
+
+## License and Attribution
+
+The dataset is released under the **MIT License**.  
+All text materials are used for **research and educational purposes** only.  
+When using or redistributing this dataset, please cite the original sources where applicable.
+
+---
+
+## Citation
+
+If you use this dataset, please cite:
+
+```bibtex
+@misc{shnyakov2025nenets,
+  author = {Pavel Shnyakov},
+  title = {Nenets Language Datasets},
+  year = {2025},
+  publisher = {Hugging Face Datasets},
+  url = {https://huggingface.co/datasets/shnyakov/nenets}
+}