| { | |
| "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": 15384, | |
| "num_examples": 4800, | |
| "dataset_name": "malayalam_news" | |
| }, | |
| "validation": { | |
| "name": "validation", | |
| "num_bytes": 1943, | |
| "num_examples": 600, | |
| "dataset_name": "malayalam_news" | |
| }, | |
| "test": { | |
| "name": "test", | |
| "num_bytes": 1959, | |
| "num_examples": 600, | |
| "dataset_name": "malayalam_news" | |
| } | |
| }, | |
| "download_checksums": { | |
| "https://storage.googleapis.com/ai4bharat-public-indic-nlp-corpora/evaluations/classification/indicnlp-news-articles.tgz": { | |
| "num_bytes": 511268261, | |
| "checksum": "" | |
| } | |
| }, | |
| "download_size": null, | |
| "post_processing_size": null, | |
| "dataset_size": null, | |
| "size_in_bytes": null | |
| } | |
| } |