Daniil Larionov
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README.md
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[Needs More Information]
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# Dataset Card for ru-med-ner
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## Table of Contents
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- [Dataset Description](#dataset-description)
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- [Dataset Summary](#dataset-summary)
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- [Supported Tasks](#supported-tasks-and-leaderboards)
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- [Languages](#languages)
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- [Dataset Structure](#dataset-structure)
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- [Data Instances](#data-instances)
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- [Data Fields](#data-instances)
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- [Data Splits](#data-instances)
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- [Dataset Creation](#dataset-creation)
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- [Curation Rationale](#curation-rationale)
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- [Source Data](#source-data)
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- [Annotations](#annotations)
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- [Personal and Sensitive Information](#personal-and-sensitive-information)
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- [Considerations for Using the Data](#considerations-for-using-the-data)
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- [Social Impact of Dataset](#social-impact-of-dataset)
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- [Discussion of Biases](#discussion-of-biases)
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- [Other Known Limitations](#other-known-limitations)
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- [Additional Information](#additional-information)
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- [Dataset Curators](#dataset-curators)
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- [Licensing Information](#licensing-information)
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- [Citation Information](#citation-information)
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## Dataset Description
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- **Homepage:** [Needs More Information]
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- **Repository:** [Needs More Information]
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- **Paper:** [Needs More Information]
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- **Leaderboard:** [Needs More Information]
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- **Point of Contact:** [Needs More Information]
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### Dataset Summary
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NER dataset for Russian language, extracted from medical records
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See https://github.com/pavel-blinov/RuMedBench for details
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### Supported Tasks and Leaderboards
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[Needs More Information]
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### Languages
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ru-RU
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## Dataset Structure
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### Data Instances
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{"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"]}
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### Data Fields
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idx: example id
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tokens: list of words from example
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ner_tags: ner tags
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### Data Splits
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[Needs More Information]
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## Dataset Creation
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### Curation Rationale
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[Needs More Information]
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### Source Data
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#### Initial Data Collection and Normalization
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[Needs More Information]
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#### Who are the source language producers?
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[Needs More Information]
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### Annotations
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#### Annotation process
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[Needs More Information]
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#### Who are the annotators?
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[Needs More Information]
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### Personal and Sensitive Information
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[Needs More Information]
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## Considerations for Using the Data
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### Social Impact of Dataset
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[Needs More Information]
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### Discussion of Biases
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[Needs More Information]
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### Other Known Limitations
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[Needs More Information]
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## Additional Information
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### Dataset Curators
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[Needs More Information]
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### Licensing Information
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[Needs More Information]
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### Citation Information
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@misc{blinov2022rumedbench,
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title={RuMedBench: A Russian Medical Language Understanding Benchmark},
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author={Pavel Blinov and Arina Reshetnikova and Aleksandr Nesterov and Galina Zubkova and Vladimir Kokh},
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year={2022},
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eprint={2201.06499},
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archivePrefix={arXiv},
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primaryClass={cs.CL}
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}
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