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Update files from the datasets library (from 1.0.2)

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Release notes: https://github.com/huggingface/datasets/releases/tag/1.0.2

.gitattributes ADDED
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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.bin.* filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pb filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.zip filter=lfs diff=lfs merge=lfs -text
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+ *.zstandard filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
conll2003.py ADDED
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+ # coding=utf-8
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+ # Copyright 2020 HuggingFace Datasets Authors.
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+ #
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+ # Licensed under the Apache License, Version 2.0 (the "License");
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+ # you may not use this file except in compliance with the License.
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+ # You may obtain a copy of the License at
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+ #
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+ # http://www.apache.org/licenses/LICENSE-2.0
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+ #
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+ # Unless required by applicable law or agreed to in writing, software
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+ # distributed under the License is distributed on an "AS IS" BASIS,
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+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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+ # See the License for the specific language governing permissions and
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+ # limitations under the License.
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+
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+ # Lint as: python3
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+ """Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition"""
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+
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+ import logging
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+
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+ import datasets
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+
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+
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+ _CITATION = """\
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+ @inproceedings{tjong-kim-sang-de-meulder-2003-introduction,
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+ title = "Introduction to the {C}o{NLL}-2003 Shared Task: Language-Independent Named Entity Recognition",
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+ author = "Tjong Kim Sang, Erik F. and
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+ De Meulder, Fien",
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+ booktitle = "Proceedings of the Seventh Conference on Natural Language Learning at {HLT}-{NAACL} 2003",
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+ year = "2003",
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+ url = "https://www.aclweb.org/anthology/W03-0419",
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+ pages = "142--147",
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+ }
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+ """
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+
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+ _DESCRIPTION = """\
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+ The shared task of CoNLL-2003 concerns language-independent named entity recognition. We will concentrate on
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+ four types of named entities: persons, locations, organizations and names of miscellaneous entities that do
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+ not belong to the previous three groups.
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+
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+ The CoNLL-2003 shared task data files contain four columns separated by a single space. Each word has been put on
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+ a separate line and there is an empty line after each sentence. The first item on each line is a word, the second
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+ a part-of-speech (POS) tag, the third a syntactic chunk tag and the fourth the named entity tag. The chunk tags
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+ and the named entity tags have the format I-TYPE which means that the word is inside a phrase of type TYPE. Only
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+ if two phrases of the same type immediately follow each other, the first word of the second phrase will have tag
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+ B-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
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+ tagging scheme, whereas the original dataset uses IOB1.
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+
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+ For more details see https://www.clips.uantwerpen.be/conll2003/ner/ and https://www.aclweb.org/anthology/W03-0419
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+ """
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+
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+ _URL = "https://github.com/davidsbatista/NER-datasets/raw/master/CONLL2003/"
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+ _TRAINING_FILE = "train.txt"
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+ _DEV_FILE = "valid.txt"
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+ _TEST_FILE = "test.txt"
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+
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+
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+ class Conll2003Config(datasets.BuilderConfig):
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+ """BuilderConfig for Conll2003"""
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+
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+ def __init__(self, **kwargs):
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+ """BuilderConfig forConll2003.
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+
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+ Args:
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+ **kwargs: keyword arguments forwarded to super.
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+ """
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+ super(Conll2003Config, self).__init__(**kwargs)
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+
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+
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+ class Conll2003(datasets.GeneratorBasedBuilder):
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+ """Conll2003 dataset."""
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+
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+ BUILDER_CONFIGS = [
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+ Conll2003Config(name="conll2003", version=datasets.Version("1.0.0"), description="Conll2003 dataset"),
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+ ]
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+
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ description=_DESCRIPTION,
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+ features=datasets.Features(
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+ {
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+ "id": datasets.Value("string"),
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+ "words": datasets.Sequence(datasets.Value("string")),
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+ "pos": datasets.Sequence(datasets.Value("string")),
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+ "chunk": datasets.Sequence(datasets.Value("string")),
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+ "ner": datasets.Sequence(datasets.Value("string")),
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+ }
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+ ),
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+ supervised_keys=None,
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+ homepage="https://www.aclweb.org/anthology/W03-0419/",
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+ citation=_CITATION,
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ """Returns SplitGenerators."""
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+ urls_to_download = {
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+ "train": f"{_URL}{_TRAINING_FILE}",
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+ "dev": f"{_URL}{_DEV_FILE}",
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+ "test": f"{_URL}{_TEST_FILE}",
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+ }
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+ downloaded_files = dl_manager.download_and_extract(urls_to_download)
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+
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+ return [
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+ datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]}),
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+ datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["dev"]}),
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+ datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]}),
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+ ]
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+
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+ def _generate_examples(self, filepath):
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+ logging.info("⏳ Generating examples from = %s", filepath)
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+ with open(filepath, encoding="utf-8") as f:
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+ guid = 0
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+ words = []
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+ pos = []
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+ chunk = []
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+ ner = []
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+ for line in f:
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+ if line.startswith("-DOCSTART-") or line == "" or line == "\n":
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+ if words:
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+ yield guid, {"id": str(guid), "words": words, "pos": pos, "chunk": chunk, "ner": ner}
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+ guid += 1
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+ words = []
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+ pos = []
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+ chunk = []
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+ ner = []
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+ else:
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+ # conll2003 tokens are space separated
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+ splits = line.split(" ")
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+ words.append(splits[0])
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+ pos.append(splits[1])
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+ chunk.append(splits[2])
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+ ner.append(splits[3].rstrip())
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+ # last example
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+ yield guid, {"id": str(guid), "words": words, "pos": pos, "chunk": chunk, "ner": ner}
dataset_infos.json ADDED
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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", "homepage": "https://www.aclweb.org/anthology/W03-0419/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "pos": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "chunk": {"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": null, "supervised_keys": 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": 6032006, "num_examples": 14041, "dataset_name": "conll2003"}, "validation": {"name": "validation", "num_bytes": 1512711, "num_examples": 3250, "dataset_name": "conll2003"}, "test": {"name": "test", "num_bytes": 1378578, "num_examples": 3453, "dataset_name": "conll2003"}}, "download_checksums": {"https://github.com/davidsbatista/NER-datasets/raw/master/CONLL2003/train.txt": {"num_bytes": 3283418, "checksum": "c99b26852dabf57ca9d30a0e892b84544cc8962003151e14a71077c55dc66db5"}, "https://github.com/davidsbatista/NER-datasets/raw/master/CONLL2003/valid.txt": {"num_bytes": 827441, "checksum": "f1f6469322876887de1d04acd43c59b02f59d5b02acf42c027132fa1bf349cb2"}, "https://github.com/davidsbatista/NER-datasets/raw/master/CONLL2003/test.txt": {"num_bytes": 748093, "checksum": "82e0c72d262f86ad3e78b15c5d980bbf87cb205aa4bf6d2d97643f463f8d7ff7"}}, "download_size": 4858952, "post_processing_size": null, "dataset_size": 8923295, "size_in_bytes": 13782247}}
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