Text Data Collection for Machine Learning

For NLP solutions, high quality data is the most important part of building a strong foundation for your model. Our global Crowd of resources is ready to perform text data collection services according to your requirements.

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What is Text Collection?

Text collection is the first step in any machine learning project that depends on a written text. Natural Language Processing solutions such as chatbots and semantic search are applications that requires a large amount of text training data. Language and localization can create limitations for the effectiveness of solutions across environments and context. Adding diversity to your dataset will help overcome these challenges and help you pass your competition.

Why MarsCrowd?

A Crowd of

Trained Specialists

A Crowd of

Languages

A Crowd of

In-House Linguists

Text Data Collection in Action

When we work together on a project, you can expect a seamless process for delivery. Text collection can be broken down into 5 general steps from the selection of text data parameters to the delivery of audio data according to your requirements. The overall goal is to provide training data that will boost your machine learning models. The process looks something like the model below:

Tokenization

Training of

classification model

Text Data Collection for Machine Learning Process

Text data collection

Design of

feature extractors

Performance evaluation & visualization

How Does Text Collection Work?

With experience in text recording projects across numerous languages, our in-house resource platform possesses all the tools to be able to handle any kind of text data collection project. We assign a resource manager and project manager to your team so that you have a consistent point of contact the whole time who works with you to stay on schedule and on budget.
When it comes to the colleciton of text data, we rely on a global Crowd spread over 50 countries and capable of doing projects in over 120 languages. We have an in-house QA process to ensure that you are getting curated data sent back. When you work with us, you have a team that can take your solutions all over the globe.

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