Datasets:
hausa_voa_ner

- {"hausa_voa_ner": {"description": "The Hausa VOA NER dataset is a labeled dataset for named entity recognition in Hausa. The texts were obtained from\nHausa Voice of America News articles https://www.voahausa.com/ . We concentrate on\nfour types of named entities: persons [PER], locations [LOC], organizations [ORG], and dates & time [DATE].\n\nThe Hausa VOA NER data files contain 2 columns separated by a tab ('\t'). Each word has been put on a separate line and\nthere is an empty line after each sentences i.e the CoNLL format. The first item on each line is a word, the second\nis the named entity tag. The named entity tags have the format I-TYPE which means that the word is inside a phrase\nof type TYPE. For every multi-word expression like 'New York', the first word gets a tag B-TYPE and the subsequent words\nhave tags I-TYPE, a word with tag O is not part of a phrase. The dataset is in the BIO tagging scheme.\n\nFor more details, see https://www.aclweb.org/anthology/2020.emnlp-main.204/\n", "citation": "@inproceedings{hedderich-etal-2020-transfer,\n title = \"Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on {A}frican Languages\",\n author = \"Hedderich, Michael A. and\n Adelani, David and\n Zhu, Dawei and\n Alabi, Jesujoba and\n Markus, Udia and\n Klakow, Dietrich\",\n booktitle = \"Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)\",\n month = nov,\n year = \"2020\",\n address = \"Online\",\n publisher = \"Association for Computational Linguistics\",\n url = \"https://www.aclweb.org/anthology/2020.emnlp-main.204\",\n doi = \"10.18653/v1/2020.emnlp-main.204\",\n pages = \"2580--2591\",\n}\n", "homepage": "https://www.aclweb.org/anthology/2020.emnlp-main.204/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ner_tags": {"feature": {"num_classes": 9, "names": ["O", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC", "B-DATE", "I-DATE"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "hausa_voa_ner", "config_name": "hausa_voa_ner", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 483634, "num_examples": 1015, "dataset_name": "hausa_voa_ner"}, "validation": {"name": "validation", "num_bytes": 69673, "num_examples": 146, "dataset_name": "hausa_voa_ner"}, "test": {"name": "test", "num_bytes": 139227, "num_examples": 292, "dataset_name": "hausa_voa_ner"}}, "download_checksums": {"https://github.com/uds-lsv/transfer-distant-transformer-african/raw/master/data/hausa_ner/train_clean.tsv": {"num_bytes": 226686, "checksum": "ab8cf3e36e6ccba84168c8ddfd148b7abf20f97bb150c19cb579cc667de9b20b"}, "https://github.com/uds-lsv/transfer-distant-transformer-african/raw/master/data/hausa_ner/dev.tsv": {"num_bytes": 33139, "checksum": "f1bf48475498ed6c481840697c8a21d62de6e9044636a296bfe56d15bcd2e044"}, "https://github.com/uds-lsv/transfer-distant-transformer-african/raw/master/data/hausa_ner/test.tsv": {"num_bytes": 65137, "checksum": "139656b6a36946cbe3d19a8dd06689c23429c07fe82d59a9de631b8a0e4e69e3"}}, "download_size": 324962, "post_processing_size": null, "dataset_size": 692534, "size_in_bytes": 1017496}}