Datasets:
Tasks:
Token Classification
Modalities:
Text
Formats:
parquet
Languages:
Spanish
Size:
10K - 100K
License:
Update README.md
Browse files
README.md
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num_examples: 1654
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download_size: 2426369
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dataset_size: 9148253
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---
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# Dataset Card for
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num_examples: 1654
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download_size: 2426369
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dataset_size: 9148253
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license: cc-by-nc-sa-3.0
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task_categories:
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- token-classification
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language:
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- es
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pretty_name: SpanishSRL
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size_categories:
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- 10K<n<100K
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---
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# Dataset Card for SpanishSRL
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## Table of Contents
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- [Dataset Description](#dataset-description)
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- [Dataset Summary](#dataset-summary)
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- [Languages](#languages)
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- [Dataset Structure](#dataset-structure)
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- [Data Instances](#data-instances)
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- [Data Fields](#data-fields)
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- [Data Splits](#data-splits)
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- [Dataset Creation](#dataset-creation)
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- [Curation Rationale](#curation-rationale)
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- [Source Data](#source-data)
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- [Additional Information](#additional-information)
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- [Dataset Curators](#dataset-curators)
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- [Citation Information](#citation-information)
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## Dataset Description
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- **Repository:** [SpanishSRL Project Hub](https://github.com/mbruton0426/GalicianSRL)
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- **Paper:** To be updated
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- **Point of Contact:** [Micaella Bruton](mailto:micaellabruton@gmail.com)
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### Dataset Summary
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The SpanishSRL dataset is a Spanish-language dataset of tokenized sentences and the semantic role for each token within a sentence. Standard semantic roles for Spanish are identified as well as verbal root; standard roles include "arg0|[agt, cau, exp, src]", "arg1|[ext, loc, pat, tem]", "arg2[atr, ben, efi, exp, ext, ins, loc]", "arg3[ben, ein, fin, ori]", "arg4[des, efi]", and "argM[adv, atr, cau, ext, fin, ins, loc, mnr, tmp]".
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### Languages
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The text in the dataset is in Spanish.
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## Dataset Structure
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### Data Instances
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A typical data point comprises a tokenized sentence, tags for each token, and a sentence id number. An example from the SpanishSRL dataset looks as follows:
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```
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{'tokens': ['Ante', 'unas', 'mil', 'personas', ',', 'entre', 'ellas', 'la', 'ministra', 'de', 'Ciencia_y_Tecnología', ',', 'Anna_Birulés', ',', 'el', 'alcalde', 'de', 'Barcelona', ',', 'Joan_Clos', ',', 'la', 'Delegada', 'del', 'Gobierno', ',', 'Julia_García_Valdecasas', ',', 'y', 'una', 'nutrida', 'representación', 'del', 'gobierno', 'catalán', ',', 'Pujol', 'dio', 'un', 'toque', 'de', 'alerta', 'sobre', 'el', 'aumento', 'de', 'los', 'accidentes', 'laborales', '.'],
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'tags': [34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 37, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0],
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'ids': 66}
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```
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Tags are assigned an id number according to the index of its label as listed in:
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```python
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>>> dataset['train'].features['tags'].feature.names
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```
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### Data Fields
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- `tokens`: a list of strings
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- `tags`: a list of integers
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- `ids`: a sentence id, as an integer
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### Data Splits
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The data is split into a development, training, and test set. The final structure and split sizes are as follow:
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```
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DatasetDict({
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dev: Dataset({
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features: ['tokens', 'tags', 'ids'],
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num_rows: 1654
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})
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test: Dataset({
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features: ['tokens', 'tags', 'ids'],
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num_rows: 1724
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})
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train: Dataset({
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features: ['tokens', 'tags', 'ids'],
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num_rows: 14328
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})
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})
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```
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## Dataset Creation
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### Curation Rationale
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SpanishSRL was built to test the verbal indexing method as introduced in the publication listed in the citation against an established baseline.
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### Source Data
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#### Initial Data Collection and Normalization
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Data was collected from the [2009 CoNLL Shared Task](https://ufal.mff.cuni.cz/conll2009-st/). For more information, please refer to the publication listed in the citation.
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## Additional Information
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### Dataset Curators
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The dataset was created by Micaella Bruton, as part of her Master's thesis.
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### Citation Information
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```
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@mastersthesis{bruton-galician-srl-23,
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author = {Bruton, Micaella},
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title = {BERTie Bott's Every Flavor Labels: A Tasty Guide to Developing a Semantic Role Labeling Model for Galician},
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school = {Uppsala University},
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year = {2023},
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type = {Master's thesis},
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}
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```
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