Datasets:
Tasks:
Token Classification
Sub-tasks:
named-entity-recognition
Languages:
Swedish
Multilinguality:
monolingual
Size Categories:
1K<n<10K
Language Creators:
found
Annotations Creators:
expert-generated
Source Datasets:
original
Tags:
License:
| annotations_creators: | |
| - expert-generated | |
| language_creators: | |
| - found | |
| language: | |
| - sv | |
| license: | |
| - cc-by-4.0 | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 1K<n<10K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - token-classification | |
| task_ids: | |
| - named-entity-recognition | |
| pretty_name: Swedish NER Corpus | |
| dataset_info: | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': '0' | |
| '1': LOC | |
| '2': MISC | |
| '3': ORG | |
| '4': PER | |
| splits: | |
| - name: train | |
| num_bytes: 2032630 | |
| num_examples: 6886 | |
| - name: test | |
| num_bytes: 755234 | |
| num_examples: 2453 | |
| download_size: 1384558 | |
| dataset_size: 2787864 | |
| # Dataset Card for Swedish NER Corpus | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Homepage:** [https://github.com/klintan/swedish-ner-corpus]() | |
| - **Repository:** [https://github.com/klintan/swedish-ner-corpus]() | |
| - **Point of contact:** [Andreas Klintberg](ankl@kth.se) | |
| ### Dataset Summary | |
| Webbnyheter 2012 from Spraakbanken, semi-manually annotated and adapted for CoreNLP Swedish NER. Semi-manually defined in this case as: Bootstrapped from Swedish Gazetters then manually correcte/reviewed by two independent native speaking swedish annotators. No annotator agreement calculated. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed] | |
| ### Languages | |
| Swedish | |
| ## Dataset Structure | |
| ### Data Instances | |
| A sample dataset instance is provided below: | |
| ```json | |
| {'id': '3', | |
| 'ner_tags': [4, 4, 0, 0, 0, 0, 0, 0, 3, 3, 0], | |
| 'tokens': ['Margaretha', | |
| 'Fahlgren', | |
| ',', | |
| 'professor', | |
| 'i', | |
| 'litteraturvetenskap', | |
| ',', | |
| 'vice-rektor', | |
| 'Uppsala', | |
| 'universitet', | |
| '.']} | |
| ``` | |
| ### Data Fields | |
| - `id`: id of the sentence | |
| - `token`: current token | |
| - `ner_tag`: ner tag of the token | |
| Full fields: | |
| ```json | |
| { | |
| "id":{ | |
| "feature_type":"Value" | |
| "dtype":"string" | |
| } | |
| "tokens":{ | |
| "feature_type":"Sequence" | |
| "feature":{ | |
| "feature_type":"Value" | |
| "dtype":"string" | |
| } | |
| } | |
| "ner_tags":{ | |
| "feature_type":"Sequence" | |
| "dtype":"int32" | |
| "feature":{ | |
| "feature_type":"ClassLabel" | |
| "dtype":"int32" | |
| "class_names":[ | |
| 0:"0" | |
| 1:"LOC" | |
| 2:"MISC" | |
| 3:"ORG" | |
| 4:"PER" | |
| ] | |
| } | |
| } | |
| } | |
| ``` | |
| ### Data Splits | |
| [More Information Needed] | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed] | |
| ### Source Data | |
| [More Information Needed] | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed] | |
| #### Who are the source language producers? | |
| [More Information Needed] | |
| ### Annotations | |
| [More Information Needed] | |
| #### Annotation process | |
| [More Information Needed] | |
| #### Who are the annotators? | |
| [More Information Needed] | |
| ### Personal and Sensitive Information | |
| [More Information Needed] | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed] | |
| ### Discussion of Biases | |
| [More Information Needed] | |
| ### Other Known Limitations | |
| [More Information Needed] | |
| ## Additional Information | |
| ### Dataset Curators | |
| The original dataset was provided by Språkbanken which consists of news from Swedish newspapers' websites. | |
| ### Licensing Information | |
| https://github.com/klintan/swedish-ner-corpus/blob/master/LICENSE | |
| ### Citation Information | |
| [More Information Needed] | |
| ### Contributions | |
| Thanks to [@abhishekkrthakur](https://github.com/abhishekkrthakur) for adding this dataset. |