Datasets:
Tasks:
Token Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
named-entity-recognition
Languages:
Spanish
Size:
1K - 10K
License:
Commit
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Parent(s):
4ce7211
Add README.md
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README.md
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---
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dataset_info:
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features:
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- name: text
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dtype: string
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- name: tokens
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sequence: string
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- name: ner_tags
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sequence: int64
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splits:
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- name: train
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num_bytes: 12731536
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num_examples: 850
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- name: validation
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num_bytes: 2045835
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num_examples: 150
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- name: test
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num_bytes: 6790917
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num_examples: 500
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download_size: 5684805
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dataset_size: 21568288
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---
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# Dataset Card for "livingner1"
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-
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---language:
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- es
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tags:
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- biomedical
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- clinical
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- spanish
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multilinguality:
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- monolingual
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task_categories:
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- token-classification
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- text-classification
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task_ids:
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- named-entity-recognition
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- multi-label-classification
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license:
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- cc-by-4.0
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pretty_name: LivingNER
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configs:
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- 1
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train-eval-index:
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- config: 1
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task: token-classification
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task_id: token_classification
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splits:
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train_split: train
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eval_split: test
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metrics:
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- type: f1
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name: f1
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---
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# LivingNER
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This is a third party reupload of the [LivingNER](https://temu.bsc.es/livingner/) task 1 dataset.
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It only contains the task 1 for the Spanish language. It does not include the multilingual data nor the background data.
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This dataset is part of a benchmark in the paper [TODO](TODO).
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### Citation Information
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```bibtex
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TODO
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```
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### Citation Information of the original dataset
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```bibtex
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@article{amiranda2022nlp,
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title={Mention detection, normalization \& classification of species, pathogens, humans and food in clinical documents: Overview of LivingNER shared task and resources},
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author={Miranda-Escalada, Antonio and Farr{'e}-Maduell, Eul{`a}lia and Lima-L{'o}pez, Salvador and Estrada, Darryl and Gasc{'o}, Luis and Krallinger, Martin},
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journal = {Procesamiento del Lenguaje Natural},
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year={2022}
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}
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```
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