Code-Switched Messages (50,000 pieces)

Code-Switched Messages (50,000 pieces)

TEXT

COMMERCIAL

LABELED

Contributors declare the two languages they mix, then write as they would message a friend who speaks both, switching inside the sentence, not between paragraphs. Monolingual text, sentence-boundary switching and anything translated are refused, and the brief tells people not to force it. Recruitment is confined to 11 Southeast Asian countries, where Taglish, Indonesian-English and Malay-English mixing is the ordinary way to text; three pieces per author at most, each tagged with its language pair. A large share of the world texts in two languages at once and almost none of it reaches training data, because it rarely appears in published text.

Volume

50,000+

Pieces

Contributors

25,000+

Regions

Southeast Asia (11 countries)

Updated

Technical specs

Technical specs

What’s in the collection and how it’s delivered.

Data modality

Text

Annotated

Labeled (declared language pair)

Exclusivity

Non-exclusive rights

Capture tool

Typed in the Kled app

Use cases

Code-switched language modeling, token-level language identification, informal chat-style generation

Format

Plain text

Resolution

Plain text, UTF-8

Total volume

50,000+ pieces (approx. 250 MB)

Regions

Southeast Asia (11 countries)

Purity level

99%+ passed QA review

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