File size: 3,253 Bytes
ce6b3c6 3f5d3bf ce6b3c6 10d821f ce6b3c6 10d821f ce6b3c6 10d821f ce6b3c6 10d821f ce6b3c6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 |
{
"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
}
} |