Dataset:

Task Categories: structure-prediction
Languages: tr
Multilinguality: monolingual
Size Categories: 100K<n<1M
Licenses: cc-by-4.0
Language Creators: expert-generated
Annotations Creators: machine-generated

Dataset Card for turkish_shrinked_ner

Dataset Summary

Shrinked processed version (48 entity type) of the turkish_ner.

Original turkish_ner dataset: Automatically annotated Turkish corpus for named entity recognition and text categorization using large-scale gazetteers. The constructed gazetteers contains approximately 300K entities with thousands of fine-grained entity types under 25 different domains.

Shrinked entity types are: academic, academic_person, aircraft, album_person, anatomy, animal, architect_person, capital, chemical, clothes, country, culture, currency, date, food, genre, government, government_person, language, location, material, measure, medical, military, military_person, nation, newspaper, organization, organization_person, person, production_art_music, production_art_music_person, quantity, religion, science, shape, ship, software, space, space_person, sport, sport_name, sport_person, structure, subject, tech, train, vehicle

Supported Tasks and Leaderboards

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Languages

Turkish

Dataset Structure

Data Instances

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Data Fields

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Data Splits

There's only the training set.

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

Behcet Senturk

Licensing Information

Creative Commons Attribution 4.0 International

Citation Information

[Needs More Information]

Contributions

Thanks to @bhctsntrk for adding this dataset.

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Models trained or fine-tuned on turkish_shrinked_ner

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