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README.md

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----
-annotations_creators:
-- CLiC-UB
-language_creators:
-- found
-language:
-- ca
-license:
-- cc-by-nc-nd-4.0
-multilinguality:
-- monolingual
-pretty_name: Parafraseja
-size_categories:
-- ?
-task_categories:
-- text-classification
-task_ids:
-- multi-input-text-classification
----
-
-# Dataset Card for Parafraseja
-
-## 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)
-  - [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
-
-- **Point of Contact:** [blanca.calvo@bsc.es](blanca.calvo@bsc.es)
-
-### Dataset Summary
-
-Parafraseja is a dataset of 21,984 pairs of sentences with a label that indicates if they are paraphrases or not. The original sentences were collected from [TE-ca](https://huggingface.co/datasets/projecte-aina/teca) and [STS-ca](https://huggingface.co/datasets/projecte-aina/sts-ca). For each sentence, an annotator wrote a sentence that was a paraphrase and another that was not. The guidelines of this annotation are available. 
-
-### Supported Tasks and Leaderboards
-
-This dataset is mainly intended to train models for paraphrase detection.
-
-### Languages
-
-The dataset is in Catalan (`ca-CA`).
-
-## Dataset Structure
-
-The dataset consists of pairs of sentences labelled with "Parafrasis" or "No Parafrasis" in a jsonl format.
-
-### Data Instances
-
-<pre>
-  {
-    "id": "te1_14977_1", 
-    "source": "teca", 
-    "original": "La 2a part consta de 23 cap\u00edtols, cadascun dels quals descriu un ocell diferent.", 
-    "new": "La segona part consisteix en vint-i-tres cap\u00edtols, cada un dels quals descriu un ocell diferent.", 
-    "label": "Parafrasis"
-   }
-</pre>
-
-### Data Fields
-- original: original sentence
-- new: new sentence, which could be a paraphrase or a non-paraphrase
-- label: relation between original and new
-
-### Data Splits
-
-* dev.json: 2,000 examples
-* test.json: 4,000 examples
-* train.json: 15,984 examples
-
-## Dataset Creation
-
-### Curation Rationale
-
-We created this corpus to contribute to the development of language models in Catalan, a low-resource language. 
-
-### Source Data
-
-The original sentences of this dataset came from the [STS-ca](https://huggingface.co/datasets/projecte-aina/sts-ca) and the [TE-ca](https://huggingface.co/datasets/projecte-aina/teca).
-
-#### Initial Data Collection and Normalization
-
-11,543 of the original sentences came from TE-ca, and 10,441 came from STS-ca.
-
-#### Who are the source language producers?
-
-TE-ca and STS-ca come from the [Catalan Textual Corpus](https://zenodo.org/record/4519349#.Y1Zs__uxXJF), which consists of several corpora gathered from web crawling and public corpora, and [Vilaweb](https://www.vilaweb.cat), a Catalan newswire.
-
-### Annotations
-
-The dataset is annotated with the label "Parafrasis" or "No Parafrasis" for each pair of sentences.
-
-#### Annotation process
-
-The annotation process was done by a single annotator and reviewed by another. 
-
-#### Who are the annotators?
-
-The annotators were Catalan native speakers, with a background on linguistics.
-
-### Personal and Sensitive Information
-
-No personal or sensitive information included.
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-We hope this corpus contributes to the development of language models in Catalan, a low-resource language.
-
-### Discussion of Biases
-
-We are aware that this data might contain biases. We have not applied any steps to reduce their impact.
-
-### Other Known Limitations
-
-[N/A]
-
-## Additional Information
-
-### Dataset Curators
-
-Text Mining Unit (TeMU) at the Barcelona Supercomputing Center (bsc-temu@bsc.es)
-
-
-This work was funded by the [Departament de la Vicepresidència i de Polítiques Digitals i Territori de la Generalitat de Catalunya](https://politiquesdigitals.gencat.cat/ca/inici/index.html#googtrans(ca|en) within the framework of [Projecte AINA](https://politiquesdigitals.gencat.cat/ca/economia/catalonia-ai/aina).
-
-### Licensing Information
-
-[Creative Commons Attribution Non-commercial No-Derivatives 4.0 International](https://creativecommons.org/licenses/by-nc-nd/4.0/).
-
-
-
-### Contributions
-
-[N/A]