Text

The sophisticated platform for text annotation.

Please label any people, places, or organizations in the following text

They were delighted by the Hilton's location: surrounded by vibrant nightlife, and in close proximity to major landmarks in Paris. And as luck would have it, Paris Hilton happened to be staying in the room next door!

Why Scale

Accelerate the Development of AI Applications

Scale Text is capable of supporting inputs from a diverse set of languages. Machine learning teams and researchers trust Scale Text to not only accelerate development, but ensure the successful deployment of unbiased, high-quality natural language models.

Leaders in the NLP field choose to leverage Scale Text for the following reasons:

  • illustration of a cockade

    Automated Quality Pipeline

    The Scale AI Platform has automated quality checks and systems built into the product to reduce costly human review without sacrificing quality.

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    Confidence-Based Consensus

    Scale Text combines confidence-based consensus and balanced dataset curation to reduce bias and to surface ambiguities early.

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    Multi-Lingual Support

    A large, globally distributed workforce of highly trained labelers gives Scale Text the flexibility to support multiple languages, regional context and unique expertise.

Use Cases

Natural Language Processing

Extract information and gain valuable insights form a vast corpus of text-based data. Understand and interact with text to improve search relevance, automate customer support and more.

Information Extraction

Automatically extract structured text information from unstructured or semi-structured machine-readable content.

  • Document Processing

  • Topic Modeling

  • Product Cataloguing

  • Policy Enforcement

Information Extraction
Natural Language Understanding & Interaction
Natural Language Understanding & Interaction

Understand and interpret text inputs, then generate text responses to interact with the input.

  • Search and Ad Relevance

  • Question Answering (Virtual Assistants)

  • Sentiment & Intent Analysis

  • Content Summarization & Moderation

Machine Translation

Automatically translate text inputs into different languages.

  • Automated Translation

  • Automated Transcription

  • Dialogue Generation

  • Speech to Text, Text to Speech

Machine Translation
How It Works

Easy to Start, Optimize and Scale

Build models you can trust while maximizing operational efficiency and reducing the cost of ML projects.

"Please label any people, places, or organizations in the following text."
client.*createNamedentityrecognitionTask*({
  callback_url: 'http://www.example.com/callback',
  instruction: 'Please label any people, places, or organizations in the following text.',
  params: {
    text: "They were delighted by the Hilton's location: surrounded by vibrant nightlife, and in close proximity to major landmarks in Paris. And as luck would have it, Paris Hilton happened to be staying in the room next door!",
    labels: [
      {
        name: 'T_ORG',
        display_name: 'Organization',
      },
      {
        name: 'T_LOC',
        display_name: 'Location',
      },
      {
        name: 'T_PERS',
        display_name: 'Person',
      },
    ]
  },
}, (err, task) => {
    // do something with task
});
Run code

They were delighted by the Hilton's location: surrounded by vibrant nightlife, and in close proximity to major landmarks in Paris. And as luck would have it, Paris Hilton happened to be staying in the room next door!

Customers

Trusted by World Class Companies

Scale Text is trusted by leading machine learning teams to proactively reduce bias in training data and develop more accurate NLP models.

OpenAI threw a bunch of tasks at Scale AI with difficult characteristics, including tight latency requirements and significant ambiguity in correct answers. In response, Scale worked closely with us to adjust their QA systems to our needs.

Geoffrey Irving

Geoffrey Irving

Member of Technical Staff

OpenAI

Read More

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