task_categories:other task_ids:named-entity-recognition task_ids:part-of-speech annotations_creators:machine-generated annotations_creators:expert-generated language_creators:found multilinguality:monolingual size_categories:10K<n<100K source_datasets:extended|conll2003 language:sk license:unknown structure-prediction region:us
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
---
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
