WIP

dataset_infos.json

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+{
+  "conll2003": {
+    "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",
+    "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",
+    "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": 47,
+          "names": [
+            "\"",
+            "''",
+            "#",
+            "$",
+            "(",
+            ")",
+            ",",
+            ".",
+            ":",
+            "``",
+            "CC",
+            "CD",
+            "DT",
+            "EX",
+            "FW",
+            "IN",
+            "JJ",
+            "JJR",
+            "JJS",
+            "LS",
+            "MD",
+            "NN",
+            "NNP",
+            "NNPS",
+            "NNS",
+            "NN|SYM",
+            "PDT",
+            "POS",
+            "PRP",
+            "PRP$",
+            "RB",
+            "RBR",
+            "RBS",
+            "RP",
+            "SYM",
+            "TO",
+            "UH",
+            "VB",
+            "VBD",
+            "VBG",
+            "VBN",
+            "VBP",
+            "VBZ",
+            "WDT",
+            "WP",
+            "WP$",
+            "WRB"
+          ],
+          "id": null,
+          "_type": "ClassLabel"
+        },
+        "length": -1,
+        "id": null,
+        "_type": "Sequence"
+      },
+      "chunk_tags": {
+        "feature": {
+          "num_classes": 23,
+          "names": [
+            "O",
+            "B-ADJP",
+            "I-ADJP",
+            "B-ADVP",
+            "I-ADVP",
+            "B-CONJP",
+            "I-CONJP",
+            "B-INTJ",
+            "I-INTJ",
+            "B-LST",
+            "I-LST",
+            "B-NP",
+            "I-NP",
+            "B-PP",
+            "I-PP",
+            "B-PRT",
+            "I-PRT",
+            "B-SBAR",
+            "I-SBAR",
+            "B-UCP",
+            "I-UCP",
+            "B-VP",
+            "I-VP"
+          ],
+          "id": null,
+          "_type": "ClassLabel"
+        },
+        "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-MISC",
+            "I-MISC"
+          ],
+          "id": null,
+          "_type": "ClassLabel"
+        },
+        "length": -1,
+        "id": null,
+        "_type": "Sequence"
+      }
+    },
+    "post_processed": null,
+    "supervised_keys": null,
+    "task_templates": null,
+    "builder_name": "conll2003",
+    "config_name": "conll2003",
+    "version": {
+      "version_str": "1.0.0",
+      "description": null,
+      "major": 1,
+      "minor": 0,
+      "patch": 0
+    },
+    "splits": {
+      "train": {
+        "name": "train",
+        "num_bytes": 6931345,
+        "num_examples": 14041,
+        "dataset_name": "conll2003"
+      },
+      "validation": {
+        "name": "validation",
+        "num_bytes": 1739223,
+        "num_examples": 3250,
+        "dataset_name": "conll2003"
+      },
+      "test": {
+        "name": "test",
+        "num_bytes": 1582054,
+        "num_examples": 3453,
+        "dataset_name": "conll2003"
+      }
+    },
+    "download_size": 982975,
+    "post_processing_size": null,
+    "dataset_size": 10252622,
+    "size_in_bytes": 11235597
+  }
+}