01AI data services

Text data collection and annotation

Multilingual text collection and annotation for NLP and language models, covering named-entity recognition, classification, intent tagging, and document corpora across 40+ languages.

What is text data annotation for NLP?

ConsultBae collects and annotates multilingual text for NLP and language models, covering named-entity recognition, classification, intent tagging, and large document corpora across 40+ languages. Every batch runs through trained reviewers and statistical QA to keep labels consistent and model-ready.

  • NER, classification, intent tagging, document corpora
  • 40+ languages, from a network spanning 100+
  • Domain-expert annotation for specialist content
  • 98% delivered accuracy
02Tasks

Which NLP annotation tasks does ConsultBae cover?

  • Named-entity recognition
  • Classification
  • Intent tagging
  • Document corpus annotation
  • Domain-expert annotation
03Domain expertise

Why does domain expertise matter for text annotation?

Generic crowdwork can label obvious things. It cannot judge whether a medical, legal, or technical statement is actually correct, because that needs someone who knows the field. So for specialist text we source annotators with real domain knowledge. It is the same expertise that alignment and evaluation work depends on.

04Track record

How much text data has ConsultBae annotated?

01
2M+
Documents in one corpus
02
40+
Languages in the text service
03
98%
Delivered accuracy
05Use cases

Where is text training data used?

  • NLP models
  • Search and classification
  • Content understanding and moderation
  • LLM training and evaluation
07Get started

Tell us the languages, the labels and the volume

A plan and a timeline within 24 hours.

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