Datasets:
masakhaner

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organizations, locations, times and quantities.\n\nExample:\n[PER Wolff] , currently a journalist in [LOC Argentina] , played with [PER Del Bosque] in the final years of the seventies in [ORG Real Madrid] .\n\nThe shared task of CoNLL-2002 concerns language-independent named entity recognition.\nWe will concentrate on four types of named entities: persons, locations, organizations and names of miscellaneous entities that do not belong to the previous three groups.\nThe participants of the shared task will be offered training and test data for at least two languages.\nThey will use the data for developing a named-entity recognition system that includes a machine learning component.\nInformation sources other than the training data may be used in this shared task.\nWe are especially interested in methods that can use additional unannotated data for improving their performance (for example co-training).\n\nThe train/validation/test sets are available in Spanish and Dutch.\n\nFor more details see https://www.clips.uantwerpen.be/conll2002/ner/ and https://www.aclweb.org/anthology/W02-2024/\n", "citation": "@inproceedings{tjong-kim-sang-2002-introduction,\n title = \"Introduction to the {C}o{NLL}-2002 Shared Task: Language-Independent Named Entity Recognition\",\n author = \"Tjong Kim Sang, Erik F.\",\n booktitle = \"{COLING}-02: The 6th Conference on Natural Language Learning 2002 ({C}o{NLL}-2002)\",\n year = \"2002\",\n url = \"https://www.aclweb.org/anthology/W02-2024\",\n}\n", "homepage": "https://www.aclweb.org/anthology/W02-2024/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "pos_tags": {"feature": {"num_classes": 12, "names": ["Adj", "Adv", "Art", "Conj", "Int", "Misc", "N", "Num", "Prep", "Pron", "Punc", "V"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": 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languages:\n- Amharic\n- Hausa\n- Igbo\n- Kinyarwanda\n- Luganda\n- Luo\n- Nigerian-Pidgin\n- Swahili\n- Wolof\n- Yoruba\n\nThe train/validation/test sets are available for all the ten languages.\n\nFor more details see https://arxiv.org/abs/2103.11811\n", "citation": "@article{Adelani2021MasakhaNERNE,\n title={MasakhaNER: Named Entity Recognition for African Languages},\n author={D. Adelani and Jade Abbott and Graham Neubig and Daniel D'Souza and Julia Kreutzer and Constantine Lignos \n and Chester Palen-Michel and Happy Buzaaba and Shruti Rijhwani and Sebastian Ruder and Stephen Mayhew and \n Israel Abebe Azime and S. Muhammad and Chris C. Emezue and Joyce Nakatumba-Nabende and Perez Ogayo and \n Anuoluwapo Aremu and Catherine Gitau and Derguene Mbaye and J. Alabi and Seid Muhie Yimam and Tajuddeen R. Gwadabe and\n Ignatius Ezeani and Rubungo Andre Niyongabo and Jonathan Mukiibi and V. Otiende and Iroro Orife and Davis David and \n Samba Ngom and Tosin P. Adewumi and Paul Rayson and Mofetoluwa Adeyemi and Gerald Muriuki and Emmanuel Anebi and \n C. Chukwuneke and N. Odu and Eric Peter Wairagala and S. Oyerinde and Clemencia Siro and Tobius Saul Bateesa and \n Temilola Oloyede and Yvonne Wambui and Victor Akinode and Deborah Nabagereka and Maurice Katusiime and \n Ayodele Awokoya and Mouhamadane Mboup and D. Gebreyohannes and Henok Tilaye and Kelechi Nwaike and Degaga Wolde and\n Abdoulaye Faye and Blessing Sibanda and Orevaoghene Ahia and Bonaventure F. P. Dossou and Kelechi Ogueji and \n Thierno Ibrahima Diop and A. Diallo and Adewale Akinfaderin and T. Marengereke and Salomey Osei},\n journal={ArXiv},\n year={2021},\n volume={abs/2103.11811}\n}\n", "homepage": "https://arxiv.org/abs/2103.11811", "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, "task_templates": null, "builder_name": "masakhaner", "config_name": "amh", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 639927, "num_examples": 1751, "dataset_name": "masakhaner"}, "validation": {"name": "validation", "num_bytes": 92768, "num_examples": 251, "dataset_name": "masakhaner"}, "test": {"name": "test", "num_bytes": 184286, "num_examples": 501, "dataset_name": "masakhaner"}}, "download_checksums": {"https://github.com/masakhane-io/masakhane-ner/raw/main/data/amh/train.txt": {"num_bytes": 399218, "checksum": "4cd4bb953f2d2a47172f5589133324657c785ed577acc3ebd7d5a74a106b0883"}, "https://github.com/masakhane-io/masakhane-ner/raw/main/data/amh/dev.txt": {"num_bytes": 58077, "checksum": "0ba1bb30f7519c255341a9438fda19e0f61f15aa344e5ba038eb50144147e21d"}, "https://github.com/masakhane-io/masakhane-ner/raw/main/data/amh/test.txt": {"num_bytes": 114656, "checksum": "8957bf06668ea28842acaca3caaf139aac1e078b56bf7aec593c1bb8fff7d938"}}, "download_size": 571951, "post_processing_size": null, "dataset_size": 916981, "size_in_bytes": 1488932}, "hau": {"description": "Named entities are phrases that contain the names of persons, organizations, locations, times and quantities.\n\nExample:\n[PER Wolff] , currently a journalist in [LOC Argentina] , played with [PER Del Bosque] in the final years of the seventies in [ORG Real Madrid] .\nMasakhaNER is a named entity dataset consisting of PER, ORG, LOC, and DATE entities annotated by Masakhane for ten African languages:\n- Amharic\n- Hausa\n- Igbo\n- Kinyarwanda\n- Luganda\n- Luo\n- Nigerian-Pidgin\n- Swahili\n- Wolof\n- Yoruba\n\nThe train/validation/test sets are available for all the ten languages.\n\nFor more details see https://arxiv.org/abs/2103.11811\n", "citation": "@article{Adelani2021MasakhaNERNE,\n title={MasakhaNER: Named Entity Recognition for African Languages},\n author={D. Adelani and Jade Abbott and Graham Neubig and Daniel D'Souza and Julia Kreutzer and Constantine Lignos \n and Chester Palen-Michel and Happy Buzaaba and Shruti Rijhwani and Sebastian Ruder and Stephen Mayhew and \n Israel Abebe Azime and S. Muhammad and Chris C. Emezue and Joyce Nakatumba-Nabende and Perez Ogayo and \n Anuoluwapo Aremu and Catherine Gitau and Derguene Mbaye and J. Alabi and Seid Muhie Yimam and Tajuddeen R. Gwadabe and\n Ignatius Ezeani and Rubungo Andre Niyongabo and Jonathan Mukiibi and V. Otiende and Iroro Orife and Davis David and \n Samba Ngom and Tosin P. Adewumi and Paul Rayson and Mofetoluwa Adeyemi and Gerald Muriuki and Emmanuel Anebi and \n C. Chukwuneke and N. Odu and Eric Peter Wairagala and S. Oyerinde and Clemencia Siro and Tobius Saul Bateesa and \n Temilola Oloyede and Yvonne Wambui and Victor Akinode and Deborah Nabagereka and Maurice Katusiime and \n Ayodele Awokoya and Mouhamadane Mboup and D. Gebreyohannes and Henok Tilaye and Kelechi Nwaike and Degaga Wolde and\n Abdoulaye Faye and Blessing Sibanda and Orevaoghene Ahia and Bonaventure F. P. Dossou and Kelechi Ogueji and \n Thierno Ibrahima Diop and A. Diallo and Adewale Akinfaderin and T. Marengereke and Salomey Osei},\n journal={ArXiv},\n year={2021},\n volume={abs/2103.11811}\n}\n", "homepage": "https://arxiv.org/abs/2103.11811", "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, "task_templates": null, "builder_name": "masakhaner", "config_name": "hau", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 929864, "num_examples": 1913, "dataset_name": "masakhaner"}, "validation": {"name": "validation", "num_bytes": 139518, "num_examples": 277, "dataset_name": "masakhaner"}, "test": {"name": "test", "num_bytes": 282986, "num_examples": 553, "dataset_name": "masakhaner"}}, "download_checksums": {"https://github.com/masakhane-io/masakhane-ner/raw/main/data/hau/train.txt": {"num_bytes": 436199, "checksum": "f09523f77aacc7d89e935ce8fdd0d7d6afb7ba06e4a6040a431f295b0b937939"}, "https://github.com/masakhane-io/masakhane-ner/raw/main/data/hau/dev.txt": {"num_bytes": 65392, "checksum": "a4695528b190c629f417e66feda127650611ee8d0f0d0ce14dee8f1506da0f7f"}, "https://github.com/masakhane-io/masakhane-ner/raw/main/data/hau/test.txt": {"num_bytes": 131781, "checksum": "1f636716cb1633490bc475951721d81a637b033045123f3ee84fee2a1ea06c70"}}, "download_size": 633372, "post_processing_size": null, "dataset_size": 1352368, "size_in_bytes": 1985740}, "ibo": {"description": "Named entities are phrases that contain the names of persons, organizations, locations, times and quantities.\n\nExample:\n[PER Wolff] , currently a journalist in [LOC Argentina] , played with [PER Del Bosque] in the final years of the seventies in [ORG Real Madrid] .\nMasakhaNER is a named entity dataset consisting of PER, ORG, LOC, and DATE entities annotated by Masakhane for ten African languages:\n- Amharic\n- Hausa\n- Igbo\n- Kinyarwanda\n- Luganda\n- Luo\n- Nigerian-Pidgin\n- Swahili\n- Wolof\n- Yoruba\n\nThe train/validation/test sets are available for all the ten languages.\n\nFor more details see https://arxiv.org/abs/2103.11811\n", "citation": "@article{Adelani2021MasakhaNERNE,\n title={MasakhaNER: Named Entity Recognition for African Languages},\n author={D. Adelani and Jade Abbott and Graham Neubig and Daniel D'Souza and Julia Kreutzer and Constantine Lignos \n and Chester Palen-Michel and Happy Buzaaba and Shruti Rijhwani and Sebastian Ruder and Stephen Mayhew and \n Israel Abebe Azime and S. Muhammad and Chris C. Emezue and Joyce Nakatumba-Nabende and Perez Ogayo and \n Anuoluwapo Aremu and Catherine Gitau and Derguene Mbaye and J. Alabi and Seid Muhie Yimam and Tajuddeen R. Gwadabe and\n Ignatius Ezeani and Rubungo Andre Niyongabo and Jonathan Mukiibi and V. Otiende and Iroro Orife and Davis David and \n Samba Ngom and Tosin P. Adewumi and Paul Rayson and Mofetoluwa Adeyemi and Gerald Muriuki and Emmanuel Anebi and \n C. Chukwuneke and N. Odu and Eric Peter Wairagala and S. Oyerinde and Clemencia Siro and Tobius Saul Bateesa and \n Temilola Oloyede and Yvonne Wambui and Victor Akinode and Deborah Nabagereka and Maurice Katusiime and \n Ayodele Awokoya and Mouhamadane Mboup and D. 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Adelani and Jade Abbott and Graham Neubig and Daniel D'Souza and Julia Kreutzer and Constantine Lignos\n and Chester Palen-Michel and Happy Buzaaba and Shruti Rijhwani and Sebastian Ruder and Stephen Mayhew and\n Israel Abebe Azime and S. Muhammad and Chris C. Emezue and Joyce Nakatumba-Nabende and Perez Ogayo and\n Anuoluwapo Aremu and Catherine Gitau and Derguene Mbaye and J. Alabi and Seid Muhie Yimam and Tajuddeen R. Gwadabe and\n Ignatius Ezeani and Rubungo Andre Niyongabo and Jonathan Mukiibi and V. Otiende and Iroro Orife and Davis David and\n Samba Ngom and Tosin P. Adewumi and Paul Rayson and Mofetoluwa Adeyemi and Gerald Muriuki and Emmanuel Anebi and\n C. Chukwuneke and N. Odu and Eric Peter Wairagala and S. Oyerinde and Clemencia Siro and Tobius Saul Bateesa and\n Temilola Oloyede and Yvonne Wambui and Victor Akinode and Deborah Nabagereka and Maurice Katusiime and\n Ayodele Awokoya and Mouhamadane Mboup and D. 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