metadata

task_categories:
  - text2text-generation
language:
  - pl
size_categories:
  - 10M<n<100M

PolEval 2022 Task 2 Pretraining Dataset

Dataset Description

Repository: https://github.com/Carbon225/poleval-2022-abbr
Paper: TODO

Dataset Summary

Abbreviation disambiguation is the process of expanding abbreviations, e.g. "eng." to the full form "engineer". In the Polish language the task is further complicated because of the many ways to create abbreviations and additional inflected forms. Abbreviation disambiguation was the topic of the 2022 PolEval Competition Task 2. This is the dataset used for pretraining in Jakub Karbowski's competition submission.

Supported Tasks

The dataset contains data suitable for:

corrupted text restoration
base/inflected form prediction
abbreviation disambiguation*

*the abbreviations are not guaranteed to be gramatically correct

Languages

Polish

Dataset Structure

Fields

text -- a context of 140 to 200 characters where an abbreviation has been used
labels -- the inflected and base forms of the expanded abbreviation

Format

The abbreviation in text is surrounded with <mask> </mask>. The labels format is inflected form; base form.

Example

text	labels
`jest zgodny ze światem, w którym istnieje problem zła i cierpienie, a <mask>bs.</mask> miłość jest ukryta przed wieloma osobami. Podobną argumentację`	`boska; boski`

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Licensing Information

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Citation Information

[More Information Needed]