Datasets:

ajesujoba
/

yoruba_gv_ner

- {"yoruba_gv_ner": {"description": "The Yoruba GV NER dataset is a labeled dataset for named entity recognition in Yoruba. The texts were obtained from\nYoruba Global Voices News articles https://yo.globalvoices.org/ . We concentrate on\nfour types of named entities: persons [PER], locations [LOC], organizations [ORG], and dates & time [DATE].\n\nThe Yoruba GV 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.lrec-1.335/\n", "citation": "@inproceedings{alabi-etal-2020-massive,\n title = \"Massive vs. Curated Embeddings for Low-Resourced Languages: the Case of {Yor\u00f9b\u00e1} and {T}wi\",\n author = \"Alabi, Jesujoba and\n Amponsah-Kaakyire, Kwabena and\n Adelani, David and\n Espa{\\~n}a-Bonet, Cristina\",\n booktitle = \"Proceedings of the 12th Language Resources and Evaluation Conference\",\n month = may,\n year = \"2020\",\n address = \"Marseille, France\",\n publisher = \"European Language Resources Association\",\n url = \"https://www.aclweb.org/anthology/2020.lrec-1.335\",\n pages = \"2754--2762\",\n language = \"English\",\n ISBN = \"979-10-95546-34-4\",\n}\n", "homepage": "https://www.aclweb.org/anthology/2020.lrec-1.335/", "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": "yoruba_gv_ner", "config_name": "yoruba_gv_ner", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 358885, "num_examples": 817, "dataset_name": "yoruba_gv_ner"}, "validation": {"name": "validation", "num_bytes": 50161, "num_examples": 117, "dataset_name": "yoruba_gv_ner"}, "test": {"name": "test", "num_bytes": 96518, "num_examples": 237, "dataset_name": "yoruba_gv_ner"}}, "download_checksums": {"https://github.com/ajesujoba/YorubaTwi-Embedding/raw/master/Yoruba/Yoruba-NER/train.tsv": {"num_bytes": 180612, "checksum": "7479c7a8eb7a576b7d38bcc740c50af10c2b452e81e6d3788fe48ace1e1c94f7"}, "https://github.com/ajesujoba/YorubaTwi-Embedding/raw/master/Yoruba/Yoruba-NER/valid.tsv": {"num_bytes": 25701, "checksum": "da82cc5bbdf4084d39089b6ca381eb3f9af1639b4ec4782dffc0824e0854e6be"}, "https://github.com/ajesujoba/YorubaTwi-Embedding/raw/master/Yoruba/Yoruba-NER/test.tsv": {"num_bytes": 48034, "checksum": "d20485e56ab680ba7216c212dd680a35d91217175600d0d2aec1b03d593fffe4"}}, "download_size": 254347, "post_processing_size": null, "dataset_size": 505564, "size_in_bytes": 759911}}