| | --- |
| | annotations_creators: |
| | - expert-generated |
| | language_creators: |
| | - other |
| | language: |
| | - sv |
| | license: |
| | - cc-by-4.0 |
| | multilinguality: |
| | - monolingual |
| | size_categories: |
| | - unknown |
| | source_datasets: |
| | - original |
| | task_categories: |
| | - other |
| | task_ids: |
| | - named-entity-recognition |
| | - part-of-speech |
| | pretty_name: sucx3_ner |
| | tags: |
| | - structure-prediction |
| | --- |
| | # Dataset Card for _SUCX 3.0 - NER_ |
| |
|
| | ## Dataset Description |
| |
|
| | - **Homepage:** [https://spraakbanken.gu.se/en/resources/suc3](https://spraakbanken.gu.se/en/resources/suc3) |
| | - **Repository:** [https://github.com/kb-labb/sucx3_ner](https://github.com/kb-labb/sucx3_ner) |
| | - **Paper:** [SUC 2.0 manual](http://spraakbanken.gu.se/parole/Docs/SUC2.0-manual.pdf) |
| | - **Point of Contact:** |
| |
|
| | ### Dataset Summary |
| |
|
| | The dataset is a conversion of the venerable SUC 3.0 dataset into the |
| | huggingface ecosystem. |
| | The original dataset does not contain an official train-dev-test split, which is |
| | introduced here; the tag distribution for the NER tags between the three splits |
| | is mostly the same. |
| |
|
| | The dataset has three different types of tagsets: manually annotated POS, |
| | manually annotated NER, and automatically annotated NER. |
| | For the automatically annotated NER tags, only sentences were chosen, where the |
| | automatic and manual annotations would match (with their respective categories). |
| |
|
| | Additionally we provide remixes of the same data with some or all sentences |
| | being lowercased. |
| |
|
| | ### Supported Tasks and Leaderboards |
| |
|
| | - Part-of-Speech tagging |
| | - Named-Entity-Recognition |
| |
|
| | ### Languages |
| |
|
| | Swedish |
| |
|
| | ## Dataset Structure |
| |
|
| | ### Data Remixes |
| |
|
| | - `original_tags` contain the manual NER annotations |
| | - `lower` the whole dataset uncased |
| | - `lower_mix` some of the dataset uncased |
| | - `lower_both` every instance both cased and uncased |
| | - `simple_tags` contain the automatic NER annotations |
| | - `lower` the whole dataset uncased |
| | - `lower_mix` some of the dataset uncased |
| | - `lower_both` every instance both cased and uncased |
| |
|
| | ### Data Instances |
| |
|
| | For each instance, there is an `id`, with an optional `_lower` suffix to mark |
| | that it has been modified, a `tokens` list of strings containing tokens, a |
| | `pos_tags` list of strings containing POS-tags, and a `ner_tags` list of strings |
| | containing NER-tags. |
| |
|
| | ```json |
| | {"id": "e24d782c-e2475603_lower", |
| | "tokens": ["-", "dels", "har", "vi", "inget", "index", "att", "g\u00e5", "efter", ",", "vi", "kr\u00e4ver", "allts\u00e5", "ers\u00e4ttning", "i", "40-talets", "penningv\u00e4rde", "."], |
| | "pos_tags": ["MID", "KN", "VB", "PN", "DT", "NN", "IE", "VB", "PP", "MID", "PN", "VB", "AB", "NN", "PP", "NN", "NN", "MAD"], |
| | "ner_tags": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"]} |
| | ``` |
| |
|
| | ### Data Fields |
| |
|
| | - `id`: a string containing the sentence-id |
| | - `tokens`: a list of strings containing the sentence's tokens |
| | - `pos_tags`: a list of strings containing the tokens' POS annotations |
| | - `ner_tags`: a list of strings containing the tokens' NER annotations |
| |
|
| | ### Data Splits |
| |
|
| | | Dataset Split | Size Percentage of Total Dataset Size | Number of Instances for the Original Tags | |
| | | ------------- | ------------------------------------- | ----------------------------------------- | |
| | | train | 64% | 46\,026 | |
| | | dev | 16% | 11\,506 | |
| | | test | 20% | 14\,383 | |
| |
|
| | The `simple_tags` remix has fewer instances due to the requirement to match |
| | tags. |
| |
|
| | ## Dataset Creation |
| |
|
| | See the [original webpage](https://spraakbanken.gu.se/en/resources/suc3) |
| |
|
| | ## Additional Information |
| |
|
| | ### Dataset Curators |
| |
|
| | [Språkbanken](sb-info@svenska.gu.se) |
| |
|
| | ### Licensing Information |
| |
|
| | CC BY 4.0 (attribution) |
| |
|
| | ### Citation Information |
| |
|
| | [SUC 2.0 manual](http://spraakbanken.gu.se/parole/Docs/SUC2.0-manual.pdf) |
| |
|
| | ### Contributions |
| |
|
| | Thanks to [@robinqrtz](https://github.com/robinqrtz) for adding this dataset. |
| |
|
