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README.md

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----
-annotations_creators:
-- expert-generated
-language:
-- cs
-language_creators:
-- found
-license:
-- cc-by-nc-sa-3.0
-multilinguality:
-- monolingual
-pretty_name: Czech Named Entity Corpus 2.0
-size_categories:
-- 1K<n<10K
-source_datasets:
-- original
-tags:
-- czech NER
-- CNEC
-task_categories:
-- token-classification
-task_ids:
-- named-entity-recognition
----
-
-
-# Dataset Card for Czech Named Entity Corpus 2.0
-
-
-## Dataset Description
-The dataset contains Czech sentences and annotated named entities. Total number of sentences is around 9,000 and total number of entities is around 34,000. (Total means train + validation + test)
-
-## Dataset Features
-Each sample contains:
-- `text`: source sentence
-- `entities`: list of selected entities. Each entity contains:
-  - `category_id`: string identifier of the entity category
-  - `category_str`: human-friendly category name in Czech (verbalizer)
-  - `start`: index on which the entity starts in the source sentence
-  - `end`: index on which the entity ends in the source sentence
-  - `content`: entity content, it was created as `text[start:end]`
-  - `entity_id`: unique entity string identifier
-  - `parent_id`: If entity was selected inside another entity (e.g. house number inside address), `parent_id` is the identifier of the parent entity. None otherwise.
-
-The `entity_id` field was checked to be globally unique (across data samples and dataset splits.)
-
-
-## Entity categories
-The list of the recognized entities (`category_id`, `category_str` pairs): 
-
-```python3
-{
- 'A': 'číslo v adrese / kontaktním údaji',
- 'ah': 'číslo domu',
- 'at': 'telefonní číslo / fax',
- 'az': 'PSČ (poštovní směrovací číslo)',
- 'C': 'reference/bibliografie',
- 'f': 'cizí výraz',
- 'g_': 'geografický název - jiný',
- 'gc': 'stát/země',
- 'gh': 'jméno vodstva',
- 'gl': 'přírodní oblast/útvar',
- 'gq': 'městská čtvrť',
- 'gr': 'území',
- 'gs': 'ulice/náměstí',
- 'gt': 'kontinent',
- 'gu': 'město/zámek',
- 'i_': 'instituce - jiná',
- 'ia': 'konference/soutěž',
- 'ic': 'kulturní/vzdělávací/vědecká instituce',
- 'if': 'komerční instituce',
- 'io': 'vládní/politická instituce',
- 'me': 'emailová adresa',
- 'mi': 'URL / internetový odkaz',
- 'mn': 'časopis',
- 'ms': 'radio/televizní stanice',
- 'n_': 'číselný výraz - jiný',
- 'na': 'věk',
- 'nb': 'číslo stránky/kapitoly/sekce/objektu',
- 'nc': 'množství/počet',
- 'ni': 'číslo položky',
- 'no': 'pořadí',
- 'ns': 'sportovní skóre',
- 'o_': 'artefakt - jiný',
- 'oa': 'umělecké dílo / kulturní artefakt',
- 'oe': 'jednotka',
- 'om': 'měna',
- 'op': 'produkt/výrobek',
- 'or': 'zákon/směrnice/listina',
- 'P': 'celé jméno',
- 'p_': 'jméno - jiné',
- 'pc': 'národnost',
- 'pd': '(akademický) titul',
- 'pf': 'křestní jméno',
- 'pm': 'prostřední jméno',
- 'pp': 'mýtická/historická postava',
- 'ps': 'příjmení',
- 's': 'zkratka',
- 'T': 'čas/datum',
- 'td': 'den',
- 'tf': 'svátky',
- 'th': 'hodiny/minuty',
- 'tm': 'měsíc',
- 'ty': 'rok',
-}
-```
-
-## Dataset Source
-
-The dataset is a preprocessed adaptation of existing CNEC 2.0 dataset [project info](https://ufal.mff.cuni.cz/cnec/cnec2.0), [link to data](https://lindat.mff.cuni.cz/repository/xmlui/handle/11858/00-097C-0000-0023-1B22-8). This adaptation contains (almost) same data, but converted to a convenient format. In addition, we inspected and decided to remove entity categories: `?`, `segm`, `cap`, `lower`, `upper`, which were either undocumented and/or carried little semantic meaning.
-
-The category names (verbalizers) are not in the original dataset. They were added by a Czech native speaker using the available [documentation](https://ufal.mff.cuni.cz/cnec/cnec2.0) and by looking at several occurrences in the data.
-
-
-## Citation
-
-Cite authors of the [original dataset](https://lindat.mff.cuni.cz/repository/xmlui/handle/11858/00-097C-0000-0023-1B22-8):
-
-```bibtex
-@misc{11858/00-097C-0000-0023-1B22-8,
- title = {Czech Named Entity Corpus 2.0},
- author = {{\v S}ev{\v c}{\'{\i}}kov{\'a}, Magda and {\v Z}abokrtsk{\'y}, Zden{\v e}k and Strakov{\'a}, Jana and Straka, Milan},
- url = {http://hdl.handle.net/11858/00-097C-0000-0023-1B22-8},
- note = {{LINDAT}/{CLARIAH}-{CZ} digital library at the Institute of Formal and Applied Linguistics ({{\'U}FAL}), Faculty of Mathematics and Physics, Charles University},
- copyright = {Attribution-{NonCommercial}-{ShareAlike} 3.0 Unported ({CC} {BY}-{NC}-{SA} 3.0)},
- year = {2014}
-}
-```
-

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