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-# Dataset Card for "tner/wikineural" - -## Dataset Description - -- **Repository:** [T-NER](https://github.com/asahi417/tner) -- **Paper:** [https://aclanthology.org/2021.findings-emnlp.215/](https://aclanthology.org/2021.findings-emnlp.215/) -- **Dataset:** WikiNeural -- **Domain:** Wikipedia -- **Number of Entity:** 16 - - -### Dataset Summary -WikiAnn NER dataset formatted in a part of [TNER](https://github.com/asahi417/tner) project. -- Entity Types: `PER`, `LOC`, `ORG`, `ANIM`, `BIO`, `CEL`, `DIS`, `EVE`, `FOOD`, `INST`, `MEDIA`, `PLANT`, `MYTH`, `TIME`, `VEHI`, `MISC` - -## Dataset Structure - -### Data Instances -An example of `train` of `de` looks as follows. - -``` -{ - 'tokens': [ "Dieses", "wiederum", "basierte", "auf", "dem", "gleichnamigen", "Roman", "von", "Noël", "Calef", "." ], - 'tags': [ 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0 ] -} -``` - -### Label ID -The label2id dictionary can be found at [here](https://huggingface.co/datasets/tner/wikineural/raw/main/dataset/label.json). -```python -{ -"O": 0, -"B-PER": 1, -"I-PER": 2, -"B-LOC": 3, -"I-LOC": 4, -"B-ORG": 5, -"I-ORG": 6, -"B-ANIM": 7, -"I-ANIM": 8, -"B-BIO": 9, -"I-BIO": 10, -"B-CEL": 11, -"I-CEL": 12, -"B-DIS": 13, -"I-DIS": 14, -"B-EVE": 15, -"I-EVE": 16, -"B-FOOD": 17, -"I-FOOD": 18, -"B-INST": 19, -"I-INST": 20, -"B-MEDIA": 21, -"I-MEDIA": 22, -"B-PLANT": 23, -"I-PLANT": 24, -"B-MYTH": 25, -"I-MYTH": 26, -"B-TIME": 27, -"I-TIME": 28, -"B-VEHI": 29, -"I-VEHI": 30, -"B-MISC": 31, -"I-MISC": 32 -} -``` - -### Data Splits - -| language | train | validation | test | -|:-----------|--------:|-------------:|-------:| -| de | 98640 | 12330 | 12372 | -| en | 92720 | 11590 | 11597 | -| es | 76320 | 9540 | 9618 | -| fr | 100800 | 12600 | 12678 | -| it | 88400 | 11050 | 11069 | -| nl | 83680 | 10460 | 10547 | -| pl | 108160 | 13520 | 13585 | -| pt | 80560 | 10070 | 10160 | -| ru | 92320 | 11540 | 11580 | - -### Citation Information - -``` -@inproceedings{tedeschi-etal-2021-wikineural-combined, - title = "{W}iki{NE}u{R}al: {C}ombined Neural and Knowledge-based Silver Data Creation for Multilingual {NER}", - author = "Tedeschi, Simone and - Maiorca, Valentino and - Campolungo, Niccol{\`o} and - Cecconi, Francesco and - Navigli, Roberto", - booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2021", - month = nov, - year = "2021", - address = "Punta Cana, Dominican Republic", - publisher = "Association for Computational Linguistics", - url = "https://aclanthology.org/2021.findings-emnlp.215", - doi = "10.18653/v1/2021.findings-emnlp.215", - pages = "2521--2533", - abstract = "Multilingual Named Entity Recognition (NER) is a key intermediate task which is needed in many areas of NLP. In this paper, we address the well-known issue of data scarcity in NER, especially relevant when moving to a multilingual scenario, and go beyond current approaches to the creation of multilingual silver data for the task. We exploit the texts of Wikipedia and introduce a new methodology based on the effective combination of knowledge-based approaches and neural models, together with a novel domain adaptation technique, to produce high-quality training corpora for NER. We evaluate our datasets extensively on standard benchmarks for NER, yielding substantial improvements up to 6 span-based F1-score points over previous state-of-the-art systems for data creation.", -} -``` \ No newline at end of file diff --git a/dataset/de/dev.jsonl b/dataset/de/dev.jsonl deleted file mode 100644 index f960b629422b6663f9cd91437706d7573a3dcf0e..0000000000000000000000000000000000000000 --- a/dataset/de/dev.jsonl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2305fdf6ed0576f5e9e58fddc7168d93191e170bb9b033b8f5c14091a70633a2 -size 2956643 diff --git a/dataset/de/test.jsonl b/dataset/de/test.jsonl deleted file mode 100644 index 7fb49035a63ca6e92632f659fa250f3cbba24007..0000000000000000000000000000000000000000 --- a/dataset/de/test.jsonl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1ba59411ad88a8d91cae04b80b9ffc72d68fd1c34f6498e19ca91269fd45f775 -size 2955992 diff --git a/dataset/de/train.jsonl 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-from itertools import chain -import datasets - -logger = datasets.logging.get_logger(__name__) -_DESCRIPTION = """[wikineural](https://aclanthology.org/2021.findings-emnlp.215/)""" -_NAME = "wikineural" -_VERSION = "1.0.0" -_CITATION = """ -@inproceedings{tedeschi-etal-2021-wikineural-combined, - title = "{W}iki{NE}u{R}al: {C}ombined Neural and Knowledge-based Silver Data Creation for Multilingual {NER}", - author = "Tedeschi, Simone and - Maiorca, Valentino and - Campolungo, Niccol{\`o} and - Cecconi, Francesco and - Navigli, Roberto", - booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2021", - month = nov, - year = "2021", - address = "Punta Cana, Dominican Republic", - publisher = "Association for Computational Linguistics", - url = "https://aclanthology.org/2021.findings-emnlp.215", - doi = "10.18653/v1/2021.findings-emnlp.215", - pages = "2521--2533", - abstract = "Multilingual Named Entity Recognition (NER) is a key intermediate task which is needed in many areas of NLP. In this paper, we address the well-known issue of data scarcity in NER, especially relevant when moving to a multilingual scenario, and go beyond current approaches to the creation of multilingual silver data for the task. We exploit the texts of Wikipedia and introduce a new methodology based on the effective combination of knowledge-based approaches and neural models, together with a novel domain adaptation technique, to produce high-quality training corpora for NER. We evaluate our datasets extensively on standard benchmarks for NER, yielding substantial improvements up to 6 span-based F1-score points over previous state-of-the-art systems for data creation.", -} -""" - -_HOME_PAGE = "https://github.com/asahi417/tner" -_URL = f'https://huggingface.co/datasets/tner/{_NAME}/resolve/main/dataset' -_LANGUAGE = ['de', 'en', 'es', 'fr', 'it', 'nl', 'pl', 'pt', 'ru'] -_URLS = { - l: { - str(datasets.Split.TEST): [f'{_URL}/{l}/test.jsonl'], - str(datasets.Split.TRAIN): [f'{_URL}/{l}/train.jsonl'], - str(datasets.Split.VALIDATION): [f'{_URL}/{l}/dev.jsonl'] - } for l in _LANGUAGE -} - - -class WikiNeuralConfig(datasets.BuilderConfig): - """BuilderConfig""" - - def __init__(self, **kwargs): - """BuilderConfig. - - Args: - **kwargs: keyword arguments forwarded to super. - """ - super(WikiNeuralConfig, self).__init__(**kwargs) - - -class WikiNeural(datasets.GeneratorBasedBuilder): - """Dataset.""" - - BUILDER_CONFIGS = [ - WikiNeuralConfig(name=l, version=datasets.Version(_VERSION), description=f"{_DESCRIPTION} (language: {l})") for l in _LANGUAGE - ] - - def _split_generators(self, dl_manager): - downloaded_file = dl_manager.download_and_extract(_URLS[self.config.name]) - return [datasets.SplitGenerator(name=i, gen_kwargs={"filepaths": downloaded_file[str(i)]}) - for i in [datasets.Split.TRAIN, datasets.Split.VALIDATION, datasets.Split.TEST]] - - def _generate_examples(self, filepaths): - _key = 0 - for filepath in filepaths: - logger.info(f"generating examples from = {filepath}") - with open(filepath, encoding="utf-8") as f: - _list = [i for i in f.read().split('\n') if len(i) > 0] - for i in _list: - data = json.loads(i) - yield _key, data - _key += 1 - - def _info(self): - return datasets.DatasetInfo( - description=_DESCRIPTION, - features=datasets.Features( - { - "tokens": datasets.Sequence(datasets.Value("string")), - "tags": datasets.Sequence(datasets.Value("int32")), - } - ), - supervised_keys=None, - homepage=_HOME_PAGE, - citation=_CITATION, - ) \ No newline at end of file