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Dataset Card for ru-med-ner
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
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Dataset Summary
NER dataset for Russian language, extracted from medical records See https://github.com/pavel-blinov/RuMedBench for details
Supported Tasks and Leaderboards
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Languages
ru-RU
Dataset Structure
Data Instances
{"idx": "2472239.tsv_0", "tokens": ["", "?5@2K9", "65", "45=L", "?@8<5=5=8O", "2K?8;0", "5", "B01;5B>:", ",", "?@>A=C;0AL", "=>GLN", "8", "A>=", ":0:", ">B18;>", "."], "ner_tags": ["O", "O", "O", "O", "O", "O", "O", "B-Drugform", "O", "B-ADR", "O", "O", "B-ADR", "I-ADR", "I-ADR", "O"]}
Data Fields
idx: example id tokens: list of words from example ner_tags: ner tags
Data Splits
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Dataset Creation
Curation Rationale
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Source Data
Initial Data Collection and Normalization
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Who are the source language producers?
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Annotations
Annotation process
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Who are the annotators?
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Personal and Sensitive Information
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Considerations for Using the Data
Social Impact of Dataset
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Discussion of Biases
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Other Known Limitations
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Additional Information
Dataset Curators
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Licensing Information
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Citation Information
@misc{blinov2022rumedbench, title={RuMedBench: A Russian Medical Language Understanding Benchmark}, author={Pavel Blinov and Arina Reshetnikova and Aleksandr Nesterov and Galina Zubkova and Vladimir Kokh}, year={2022}, eprint={2201.06499}, archivePrefix={arXiv}, primaryClass={cs.CL} }