Datasets:
Tasks:
Other
Languages:
Slovak
Multilinguality:
monolingual
Size Categories:
10K<n<100K
Language Creators:
found
Source Datasets:
extended|conll2003
License:
| annotations_creators: | |
| - machine-generated | |
| - expert-generated | |
| language_creators: | |
| - found | |
| language: | |
| - sk | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: | |
| - extended|conll2003 | |
| task_categories: | |
| - other | |
| task_ids: | |
| - named-entity-recognition | |
| - part-of-speech | |
| pretty_name: conll-2003-sk-ner | |
| tags: | |
| - structure-prediction | |
| # Dataset Card for [Dataset Name] | |
| ## Table of Contents | |
| - [Dataset Card for [Dataset Name]](#dataset-card-for-dataset-name) | |
| - [Table of Contents](#table-of-contents) | |
| - [Dataset Description](#dataset-description) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Annotation process](#annotation-process) | |
| ## Dataset Description | |
| This is translated version of the original CONLL2003 dataset (translated from English to Slovak via Google translate) Annotation was done mostly automatically with word matching scripts. Records where some tags were not matched, were annotated manually (10%) Unlike the original Conll2003 dataset, this one contains only NER tags | |
| - **Point of Contact: [@ju-bezdek](https://github.com/ju-bezdek) ** | |
| ### Supported Tasks and Leaderboards | |
| NER | |
| labels: | |
| - 0: O | |
| - 1: B-PER | |
| - 2: I-PER | |
| - 3: B-ORG | |
| - 4: I-ORG | |
| - 5: B-LOC | |
| - 6: I-LOC | |
| - 7: B-MISC | |
| - 8: I-MISC | |
| ### Languages | |
| sk | |
| ## Dataset Structure | |
| ### Data Splits | |
| train, test, val | |
| ## Dataset Creation | |
| ### Source Data | |
| https://huggingface.co/datasets/conll2003 | |
| ### Annotations | |
| #### Annotation process | |
| - Machine Translation | |
| - Machine pairing tags with reverse translation, and hardcoded rules (including phrase regex matching etc.) | |
| - Manual annotation of records that couldn't be automatically matched | |