README.md

metadata

annotations_creators: []
language_creators: []
languages:
  - ar
  - bg
  - de
  - el
  - en
  - es
  - fr
  - hi
  - it
  - ja
  - nl
  - pl
  - pt
  - ru
  - sw
  - th
  - tr
  - ur
  - vi
  - zh
licenses: []
multilinguality:
  - multilingual
pretty_name: Language Identification dataset
size_categories:
  - unknown
source_datasets:
  - extended|amazon_reviews_multi
  - extended|xnli
  - extended|stsb_multi_mt
task_categories:
  - text-classification
task_ids:
  - multi-class-classification

Dataset Card for Language Identification dataset

Table of Contents

• Table of Contents
• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage:
• Repository:
• Paper:
• Leaderboard:
• Point of Contact:

Dataset Summary

The Language Identification dataset is a collection of 90k samples consisting of text passages and corresponding language label. This dataset was created by collecting data from 3 sources: Multilingual Amazon Reviews Corpus, XNLI, and STSb Multi MT.

Supported Tasks and Leaderboards

The dataset can be used to train a model for language identification, which is a multi-class text classification task. The model papluca/xlm-roberta-base-language-detection, which is a fine-tuned version of xlm-roberta-base, was trained on this dataset and currently achieves 99.6% accuracy on the test set.

Languages

The Language Identification dataset contains text in 20 languages, which are:

arabic (ar), bulgarian (bg), german (de), modern greek (el), english (en), spanish (es), french (fr), hindi (hi), italian (it), japanese (ja), dutch (nl), polish (pl), portuguese (pt), russian (ru), swahili (sw), thai (th), turkish (tr), urdu (ur), vietnamese (vi), and chinese (zh)

Dataset Structure

Data Instances

[More Information Needed]

Data Fields

[More Information Needed]

Data Splits

[More Information Needed]

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

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information

[More Information Needed]

Contributions

Thanks to @github-username for adding this dataset.