{ "default": { "description": "The AI4Bharat-IndicNLP dataset is an ongoing effort to create a collection of large-scale, general-domain corpora \n for Indian languages. Currently, it contains 2.7 billion words for 10 Indian languages from two language families. We share \n pre-trained word embeddings trained on these corpora. We create news article category classification datasets for 9 \n languages to evaluate the embeddings. We evaluate the IndicNLP embeddings on multiple evaluation tasks.\n", "citation": "@article{kunchukuttan2020indicnlpcorpus,\n title={AI4Bharat-IndicNLP Corpus: Monolingual Corpora and Word Embeddings for Indic Languages},\n author={Anoop Kunchukuttan and Divyanshu Kakwani and Satish Golla and Gokul N.C. and Avik Bhattacharyya and Mitesh M. Khapra and Pratyush Kumar},\n journal={arXiv preprint arXiv:2005.00085},\n year={2020}\n}\n", "homepage": "https://github.com/AI4Bharat/indicnlp_corpus#indicnlp-news-article-classification-dataset", "license": "", "features": { "text": { "dtype": "string", "id": null, "_type": "Value" }, "label": { "num_classes": 4, "names": [ "business", "entertainment", "sports", "technology" ], "names_file": null, "id": null, "_type": "ClassLabel" } }, "post_processed": null, "supervised_keys": null, "task_templates": [ { "task": "text-classification", "text_column": "text", "label_column": "label", "labels": [ "business", "entertainment", "sports", "technology" ] } ], "builder_name": "malayalam_news", "config_name": "default", "version": { "version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0 }, "splits": { "train": { "name": "train", "num_bytes": 29817351, "num_examples": 120000, "dataset_name": "malayalam_news" }, "validation": { "name": "validation", "num_bytes": 29817351, "num_examples": 120000, "dataset_name": "malayalam_news" }, "test": { "name": "test", "num_bytes": 1879478, "num_examples": 7600, "dataset_name": "malayalam_news" } }, "download_checksums": { "https://storage.googleapis.com/ai4bharat-public-indic-nlp-corpora/evaluations/classification/indicnlp-news-articles.tgz": { "num_bytes": null, "checksum": "" } }, "download_size": null, "post_processing_size": null, "dataset_size": null, "size_in_bytes": null } }