Datasets:
Tasks:
Token Classification
Sub-tasks:
part-of-speech
Languages:
Catalan
Multilinguality:
monolingual
Language Creators:
found
Annotations Creators:
expert-generated
License:
YAML tags: | |
annotations_creators: | |
- expert-generated | |
language: | |
- ca | |
language_creators: | |
- found | |
license: | |
- cc-by-4.0 | |
multilinguality: | |
- monolingual | |
pretty_name: UD_Catalan-AnCora | |
size_categories: [] | |
source_datasets: [] | |
tags: [] | |
task_categories: | |
- token-classification | |
task_ids: | |
- part-of-speech | |
# UD_Catalan-AnCora | |
## Table of Contents | |
- [Table of Contents](#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 | |
- **Website:** https://github.com/UniversalDependencies/UD_Catalan-AnCora | |
- **Point of Contact:** [Daniel Zeman](zeman@ufal.mff.cuni.cz) | |
### Dataset Summary | |
This dataset is composed of the annotations from the [AnCora corpus](http://clic.ub.edu/corpus/), projected on the [Universal Dependencies treebank](https://universaldependencies.org/). We use the POS annotations of this corpus as part of the [Catalan Language Understanding Benchmark (CLUB)](https://club.aina.bsc.es/). | |
This work is licensed under a <a rel="license" href="https://creativecommons.org/licenses/by/4.0/">CC Attribution 4.0 International License</a>. | |
### Supported Tasks and Leaderboards | |
POS tagging | |
### Languages | |
The dataset is in Catalan (`ca-ES`) | |
## Dataset Structure | |
### Data Instances | |
Three conllu files. | |
Annotations are encoded in plain text files (UTF-8, normalized to NFC, using only the LF character as line break, including an LF character at the end of file) with three types of lines: | |
1) Word lines containing the annotation of a word/token in 10 fields separated by single tab characters (see below). | |
2) Blank lines marking sentence boundaries. | |
3) Comment lines starting with hash (#). | |
### Data Fields | |
Word lines contain the following fields: | |
1) ID: Word index, integer starting at 1 for each new sentence; may be a range for multiword tokens; may be a decimal number for empty nodes (decimal numbers can be lower than 1 but must be greater than 0). | |
2) FORM: Word form or punctuation symbol. | |
3) LEMMA: Lemma or stem of word form. | |
4) UPOS: Universal part-of-speech tag. | |
5) XPOS: Language-specific part-of-speech tag; underscore if not available. | |
6) FEATS: List of morphological features from the universal feature inventory or from a defined language-specific extension; underscore if not available. | |
7) HEAD: Head of the current word, which is either a value of ID or zero (0). | |
8) DEPREL: Universal dependency relation to the HEAD (root iff HEAD = 0) or a defined language-specific subtype of one. | |
9) DEPS: Enhanced dependency graph in the form of a list of head-deprel pairs. | |
10) MISC: Any other annotation. | |
From: [https://universaldependencies.org](https://universaldependencies.org/guidelines.html) | |
### Data Splits | |
- ca_ancora-ud-train.conllu | |
- ca_ancora-ud-dev.conllu | |
- ca_ancora-ud-test.conllu | |
## Dataset Creation | |
### Curation Rationale | |
[N/A] | |
### Source Data | |
- [UD_Catalan-AnCora](https://github.com/UniversalDependencies/UD_Catalan-AnCora) | |
#### Initial Data Collection and Normalization | |
The original annotation was done in a constituency framework as a part of the [AnCora project](http://clic.ub.edu/corpus/) at the University of Barcelona. It was converted to dependencies by the [Universal Dependencies team](https://universaldependencies.org/) and used in the CoNLL 2009 shared task. The CoNLL 2009 version was later converted to HamleDT and to Universal Dependencies. | |
For more information on the AnCora project, visit the [AnCora site](http://clic.ub.edu/corpus/). | |
To learn about the Universal Dependences, visit the webpage [https://universaldependencies.org](https://universaldependencies.org) | |
#### Who are the source language producers? | |
For more information on the AnCora corpus and its sources, visit the [AnCora site](http://clic.ub.edu/corpus/). | |
### Annotations | |
#### Annotation process | |
For more information on the first AnCora annotation, visit the [AnCora site](http://clic.ub.edu/corpus/). | |
#### Who are the annotators? | |
For more information on the AnCora annotation team, visit the [AnCora site](http://clic.ub.edu/corpus/). | |
### Personal and Sensitive Information | |
No personal or sensitive information included. | |
## Considerations for Using the Data | |
### Social Impact of Dataset | |
This dataset contributes to the development of language models in Catalan, a low-resource language. | |
### Discussion of Biases | |
[N/A] | |
### Other Known Limitations | |
[N/A] | |
## Additional Information | |
### Dataset Curators | |
### Licensing Information | |
This work is licensed under a <a rel="license" href="https://creativecommons.org/licenses/by/4.0/">CC Attribution 4.0 International License</a>. | |
### Citation Information | |
The following paper must be cited when using this corpus: | |
Taulé, M., M.A. Martí, M. Recasens (2008) 'Ancora: Multilevel Annotated Corpora for Catalan and Spanish', Proceedings of 6th International Conference on Language Resources and Evaluation. Marrakesh (Morocco). | |
To cite the Universal Dependencies project: | |
Rueter, J. (Creator), Erina, O. (Contributor), Klementeva, J. (Contributor), Ryabov, I. (Contributor), Tyers, F. M. (Contributor), Zeman, D. (Contributor), Nivre, J. (Creator) (15 Nov 2020). Universal Dependencies version 2.7 Erzya JR. Universal Dependencies Consortium. | |