Commit
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Parent(s):
31942af
WIP
Browse files- dataset_infos.json +172 -1
dataset_infos.json
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{
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"conll2003": {
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"description": "The shared task of CoNLL-2003 concerns language-independent named entity recognition. We will concentrate on\nfour types of named entities: persons, locations, organizations and names of miscellaneous entities that do\nnot belong to the previous three groups.\n\nThe CoNLL-2003 shared task data files contain four columns separated by a single space. Each word has been put on\na separate line and there is an empty line after each sentence. The first item on each line is a word, the second\na part-of-speech (POS) tag, the third a syntactic chunk tag and the fourth the named entity tag. The chunk tags\nand the named entity tags have the format I-TYPE which means that the word is inside a phrase of type TYPE. Only\nif two phrases of the same type immediately follow each other, the first word of the second phrase will have tag\nB-TYPE to show that it starts a new phrase. A word with tag O is not part of a phrase. Note the dataset uses IOB2\ntagging scheme, whereas the original dataset uses IOB1.\n\nFor more details see https://www.clips.uantwerpen.be/conll2003/ner/ and https://www.aclweb.org/anthology/W03-0419\n",
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"citation": "@inproceedings{tjong-kim-sang-de-meulder-2003-introduction,\n title = \"Introduction to the {C}o{NLL}-2003 Shared Task: Language-Independent Named Entity Recognition\",\n author = \"Tjong Kim Sang, Erik F. and\n De Meulder, Fien\",\n booktitle = \"Proceedings of the Seventh Conference on Natural Language Learning at {HLT}-{NAACL} 2003\",\n year = \"2003\",\n url = \"https://www.aclweb.org/anthology/W03-0419\",\n pages = \"142--147\",\n}\n",
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"homepage": "https://www.aclweb.org/anthology/W03-0419/",
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"license": "",
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"features": {
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"id": {
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"dtype": "string",
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"id": null,
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"_type": "Value"
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},
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"tokens": {
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"feature": {
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"dtype": "string",
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"id": null,
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"_type": "Value"
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},
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"length": -1,
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"id": null,
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"_type": "Sequence"
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},
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"pos_tags": {
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"feature": {
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"num_classes": 47,
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"names": [
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"\"",
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"''",
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"#",
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"$",
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"(",
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")",
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",",
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".",
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":",
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"``",
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"CC",
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"CD",
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"DT",
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"EX",
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"FW",
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"IN",
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"JJ",
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"JJR",
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"JJS",
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"LS",
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"MD",
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"NN",
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"NNP",
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"NNPS",
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"NNS",
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"NN|SYM",
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"PDT",
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"POS",
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"PRP",
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"PRP$",
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"RB",
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"RBR",
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"RBS",
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"RP",
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"SYM",
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"TO",
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"UH",
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"VB",
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"VBD",
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"VBG",
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"VBN",
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"VBP",
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"VBZ",
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"WDT",
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"WP",
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"WP$",
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"WRB"
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],
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"id": null,
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"_type": "ClassLabel"
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},
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"length": -1,
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"id": null,
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"_type": "Sequence"
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},
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"chunk_tags": {
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"feature": {
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"num_classes": 23,
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"names": [
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"O",
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"B-ADJP",
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"I-ADJP",
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"B-ADVP",
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"I-ADVP",
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"B-CONJP",
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"I-CONJP",
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"B-INTJ",
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"I-INTJ",
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"B-LST",
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"I-LST",
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"B-NP",
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"I-NP",
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"B-PP",
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"I-PP",
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"B-PRT",
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"I-PRT",
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"B-SBAR",
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"I-SBAR",
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"B-UCP",
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"I-UCP",
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"B-VP",
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"I-VP"
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],
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"id": null,
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"_type": "ClassLabel"
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},
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"length": -1,
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"id": null,
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"_type": "Sequence"
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},
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"ner_tags": {
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"feature": {
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"num_classes": 9,
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"names": [
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"O",
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"B-PER",
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"I-PER",
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"B-ORG",
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"I-ORG",
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"B-LOC",
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"I-LOC",
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"B-MISC",
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"I-MISC"
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],
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"id": null,
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"_type": "ClassLabel"
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},
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"length": -1,
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"id": null,
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"_type": "Sequence"
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}
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},
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"post_processed": null,
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"supervised_keys": null,
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"task_templates": null,
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"builder_name": "conll2003",
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"config_name": "conll2003",
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"version": {
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"version_str": "1.0.0",
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"description": null,
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"major": 1,
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"minor": 0,
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"patch": 0
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},
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 6931345,
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"num_examples": 14041,
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"dataset_name": "conll2003"
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},
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"validation": {
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"name": "validation",
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"num_bytes": 1739223,
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"num_examples": 3250,
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"dataset_name": "conll2003"
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},
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"test": {
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"name": "test",
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"num_bytes": 1582054,
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"num_examples": 3453,
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"dataset_name": "conll2003"
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}
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},
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}
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}
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