Datasets:
ro_sts

Task Categories: text-scoring
Languages: ro
Multilinguality: monolingual
Size Categories: 1K<n<10K
Licenses: cc-by-4.0
Language Creators: crowdsourced
Source Datasets: extended|other-sts-b

Dataset Card for RO-STS

Dataset Summary

We present RO-STS - the Semantic Textual Similarity dataset for the Romanian language. It is a high-quality translation of the STS English dataset. RO-STS contains 8,628 sentence pairs with their similarity scores. The original English sentences were collected from news headlines, captions of images and user forums, and are categorized accordingly. The Romanian release follows this categorization and provides the same train/validation/test split with 5,749/1,500/1,379 sentence pairs in each subset.

Supported Tasks and Leaderboards

[Needs More Information]

Languages

The text dataset is in Romanian (ro)

Dataset Structure

Data Instances

An example looks like this:

{'score': 1.5,
 'sentence1': 'Un bărbat cântă la harpă.',
 'sentence2': 'Un bărbat cântă la claviatură.',
}

Data Fields

  • score: a float representing the semantic similarity score where 0.0 is the lowest score and 5.0 is the highest
  • sentence1: a string representing a text
  • sentence2: another string to compare the previous text with

Data Splits

The train/validation/test split contain 5,749/1,500/1,379 sentence pairs.

Dataset Creation

Curation Rationale

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Source Data

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Initial Data Collection and Normalization

*To construct the dataset, we first obtained automatic translations using Google's translation engine. These were then manually checked, corrected, and cross-validated by human volunteers. *

Who are the source language producers?

[Needs More Information]

Annotations

Annotation process

Who are the annotators?

Personal and Sensitive Information

[Needs More Information]

Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

CC BY-SA 4.0 License

Citation Information

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Contributions

Thanks to @lorinczb for adding this dataset.

Models trained or fine-tuned on ro_sts

None yet