• text dataset for nlp
    AI Services
    Text Classification

    Add, assign, and analyze tags for a comprehensive annotation of text data for your machine learning models

What is
Text Classification?

Text classification is the process of adding tags or labels to text data and assigning them to different categories to build training datasets for machine learning algorithms. These services are widely used to train models such as chatbots and virtual assistants to understand the meaning and intent of human interactions.

TaskUs has over a decade of experience helping the world’s leading companies develop natural language processing (NLP) systems. Our diverse, dynamic, and digital-savvy Teammates can accurately classify and label text data in 65+ languages to help build intelligent AI models capable of understanding human text and speech.

Why TaskUs?

At TaskUs, we provide the best quality human intelligence to power AI and ML products and research.

Quality Management

Our rigorous training and testing process enables Us to design custom and effective quality frameworks to both meet and exceed our clients’ data quality standards.

Flexible Labeling Tools

Our use of industry-leading tools, tech, and solutions enables Us to label image and video data quickly and at scale, supporting a wide range of computer vision projects.

Project Expertise

We continuously demonstrate our expertise in executing complex, large-scale programs catered to our partners’ computer vision data labeling needs.

Data Security

We continuously and diligently provide enterprise-level security options for sensitive data or compliance needs, from on-site staffing solutions to ISO-certified facilities.


TaskUs and TaskVerse numbers combined
Teammates worldwide
Growing by 1,500+
Freelancers weekly
*As of September 2023

Average Handling Time


Average QA score in all data-related operations

Text Classification Services
TaskUs supports text classification services for NLP systems from sentiment analysis to text summarization.
text annotation machine learning
Sentiment Analysis
Understand and classify the intent or sentiment of the given text to get valuable insights about the subject
text data annotation
Language Identification
Identify and label the language for the model to correctly recognise and understand the text in different languages
text annotation services
Product Categorization
Add accurate labels or tags to various products and correctly categorize them for users to easily find the products they are looking for
text data annotation
Part-of-Speech (POS) Tagging
Hire experienced linguists in over 65+ languages to assign words to specific tokens based on their definition and context
Case Study
Text and Image Classification for
Social Media
For a Leading Social Media Platform, TaskUs provided human-annotated data to train their Machine Learning model to automatically block sensitive text content on the platform:
  • 95 Teammates
  • 14 languages and 4 countries
  • Custom-built training materials and quality framework

    Download Case Study

    Text and Image Classification for a Social Media Company


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    Our Awards

    • Best CEO for Diversity -
      Bryce Maddock, CEO, TaskUs
    • Best CEO for Women -
      Bryce Maddock, CEO, TaskUs
    • Best Company for Career Growth
    • Best Leadership Teams
    • Top 50 Inspiring Workplaces list for
      EMEA in 2022 (#27)
    • 2022 Inspiring Workplaces Awards - EMEA (Finalist)
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