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Please see the source to see\nthe correct citation for each contained dataset.", "homepage": "http://ritual.uh.edu/lince", "license": "", "features": {"idx": {"dtype": "int32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "ner": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"train": {}, "validation": {}, "test": {}}}, "supervised_keys": null, "builder_name": "lince", "config_name": "ner_msaea", "version": {"version_str": "1.0.0", "description": "The Linguistic Code-switching Evaluation (LinCE) benchmark", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3887684, "num_examples": 10103, "dataset_name": "lince"}, "validation": {"name": "validation", "num_bytes": 431414, "num_examples": 1122, "dataset_name": "lince"}, "test": {"name": "test", "num_bytes": 367310, "num_examples": 1110, "dataset_name": "lince"}}, "download_checksums": {"https://ritual.uh.edu/lince/libaccess/eyJ1c2VybmFtZSI6ICJodWdnaW5nZmFjZSBubHAiLCAidXNlcl9pZCI6IDExMSwgImVtYWlsIjogImR1bW15QGVtYWlsLmNvbSJ9/ner_msaea.zip": {"num_bytes": 938671, "checksum": "77d13c0a5e1b2923ec7fdd2941fda0d08b5fc690756feff12c411c9e73514b69"}}, "download_size": 938671, "post_processing_size": 0, "dataset_size": 4686408, "size_in_bytes": 5625079}, "ner_hineng": {"description": "LinCE is a centralized Linguistic Code-switching Evaluation benchmark\n(https://ritual.uh.edu/lince/) that contains data for training and evaluating\nNLP systems on code-switching tasks.\n", "citation": "\n@inproceedings{singh-etal-2018-language,\n title = \"Language Identification and Named Entity Recognition in {H}inglish Code Mixed Tweets\",\n author = \"Singh, Kushagra and\n Sen, Indira and\n Kumaraguru, Ponnurangam\",\n booktitle = \"Proceedings of {ACL} 2018, Student Research Workshop\",\n month = jul,\n year = \"2018\",\n address = \"Melbourne, Australia\",\n publisher = \"Association for Computational Linguistics\",\n url = \"https://www.aclweb.org/anthology/P18-3008\",\n doi = \"10.18653/v1/P18-3008\",\n pages = \"52--58\",\n}\n\n@inproceedings{aguilar-etal-2020-lince,\n title = \"{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation\",\n author = \"Aguilar, Gustavo and\n Kar, Sudipta and\n Solorio, Thamar\",\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-1.223\",\n pages = \"1803--1813\",\n language = \"English\",\n ISBN = \"979-10-95546-34-4\",\n}\n\nNote that each LinCE dataset has its own citation. 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