Datasets:
Tasks:
Token Classification
Sub-tasks:
named-entity-recognition
Languages:
Finnish
Size:
10K<n<100K
ArXiv:
License:
| annotations_creators: | |
| - expert-generated | |
| language_creators: | |
| - other | |
| language: | |
| - fi | |
| license: | |
| - mit | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - token-classification | |
| task_ids: | |
| - named-entity-recognition | |
| paperswithcode_id: finer | |
| pretty_name: Finnish News Corpus for Named Entity Recognition | |
| dataset_info: | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': O | |
| '1': B-DATE | |
| '2': B-EVENT | |
| '3': B-LOC | |
| '4': B-ORG | |
| '5': B-PER | |
| '6': B-PRO | |
| '7': I-DATE | |
| '8': I-EVENT | |
| '9': I-LOC | |
| '10': I-ORG | |
| '11': I-PER | |
| '12': I-PRO | |
| - name: nested_ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': O | |
| '1': B-DATE | |
| '2': B-EVENT | |
| '3': B-LOC | |
| '4': B-ORG | |
| '5': B-PER | |
| '6': B-PRO | |
| '7': I-DATE | |
| '8': I-EVENT | |
| '9': I-LOC | |
| '10': I-ORG | |
| '11': I-PER | |
| '12': I-PRO | |
| config_name: finer | |
| splits: | |
| - name: train | |
| num_bytes: 5159550 | |
| num_examples: 13497 | |
| - name: validation | |
| num_bytes: 387494 | |
| num_examples: 986 | |
| - name: test | |
| num_bytes: 1327354 | |
| num_examples: 3512 | |
| - name: test_wikipedia | |
| num_bytes: 1404397 | |
| num_examples: 3360 | |
| download_size: 3733127 | |
| dataset_size: 8278795 | |
| # Dataset Card for [Dataset Name] | |
| ## 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:** [Github](https://github.com/mpsilfve/finer-data) | |
| - **Repository:** [Github](https://github.com/mpsilfve/finer-data) | |
| - **Paper:** [Arxiv](https://arxiv.org/abs/1908.04212) | |
| - **Leaderboard:** | |
| - **Point of Contact:** | |
| ### Dataset Summary | |
| [More Information Needed] | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed] | |
| ### Languages | |
| [More Information Needed] | |
| ## Dataset Structure | |
| ### Data Instances | |
| [More Information Needed] | |
| ### Data Fields | |
| Each row consists of the following fields: | |
| * `id`: The sentence id | |
| * `tokens`: An ordered list of tokens from the full text | |
| * `ner_tags`: Named entity recognition tags for each token | |
| * `nested_ner_tags`: Nested named entity recognition tags for each token | |
| Note that by design, the length of `tokens`, `ner_tags`, and `nested_ner_tags` will always be identical. | |
| `ner_tags` and `nested_ner_tags` correspond to the list below: | |
| ``` | |
| [ "O", "B-DATE", "B-EVENT", "B-LOC", "B-ORG", "B-PER", "B-PRO", "I-DATE", "I-EVENT", "I-LOC", "I-ORG", "I-PER", "I-PRO" ] | |
| ``` | |
| IOB2 labeling scheme is used. | |
| ### Data Splits | |
| [More Information Needed] | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed] | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed] | |
| #### Who are the source language producers? | |
| [More Information Needed] | |
| ### Annotations | |
| #### 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 | |
| [More Information Needed] | |
| ### Licensing Information | |
| [More Information Needed] | |
| ### Citation Information | |
| [More Information Needed] | |
| ### Contributions | |
| Thanks to [@stefan-it](https://github.com/stefan-it) for adding this dataset. |