Create README.md

README.md

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+---
+YAML tags:
+languages: [hy]
+task_categories: [news classification, text classification]
+multilinguality: [monolingual]
+task_ids: [news classification, text classification]
+
+---
+
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [News Texts Dataset](#news-texts-dataset)
+
+## News Texts Dataset
+
+For extrinsic evalution of vectors in a classification task, we release a dataset of over 12000 news articles from [iLur.am](http://www.ilur.am/), categorized into 7 classes: sport, politics, weather, economy, accidents, art, society. The articles are split into train (2242k tokens) and test sets (425k tokens).
+
+For more details, refer to the [paper](https://arxiv.org/ftp/arxiv/papers/1906/1906.03134.pdf).