Natural Language Processing Services

Boost your Conversational AI with MarsCrowd’s NLP services. Leverage over 20 years of language-related services and a global Crowd ready to produce a higher degree of accuracy and sophistication to your AI solution.

NLP Natural Language Processing

What is Natural Language Processing?

Natural language processing (NLP) is the bridge between computers and the human language. Looked at as an equation: NLP = Natural Language Understanding (NLU) + Natural Language Generation (NLG). When training AI models for conversational applications, it is essential to produce large amounts of natural language data and annotate it in a way that is tailored for its specific use.

Why MarsCrowd?

A Crowd of

Trained Specialists

A Crowd of

Languages

A Crowd of

In-House Linguists

Natural Language Processing in Action

When we work together on a project, you can expect a seamless process for delivery. NLP projects are broken down into 5 general steps from the collection of data all the way to delivery. The process looks something like the model below:

Project +

resource management

NLP Natural Language Processing

Raw data upload
to in-house platform

Machine execution

with human support

Delivery

How Does Natural Language Processing Work?

For NLP, the most important task is getting to the meaning of words. This can be done in several ways, but most traditionally the language is separated into fragments. This separation allows computers to get to the grammatical structure of sentences as well as more easily break down the natural language rules while maintaining context. Then, once understanding is arrived at, the computer then needs to generate text back to humans in a way that feels natural. In the end, the model you train and feed data into must be able to produce responses to human conversation that are appropriate for the given context. Many companies fail to produce sophisticated and natural conversational AI due to two major reasons: a lack of sufficient natural language data and/or data that has not been accurately labeled. Don’t be like them. Leverage MarsCrowd’s global resources and in-house platform.

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