NLP Managed Workforce

Capture the subtleties of language for your NLP use case

Machine learning models are advancing in their ability to read and understand text and audio but still struggle to understand the complexities of language. Our experienced data analyst teams understand the nuance of your business and the subtleties in language required to accurately tag the text you need to train your NLP applications. Whether you’re training a chatbot, legal contract review application, or financial analysis algorithm, our NLP services provide the high-quality data you need to make the models powering your analytical or speech-based applications more accurate.

Content Enrichment
Data Cleansing
Taxonomy Creation
Aspect Mining
Categorization
Intent Recognition
Syntax Analysis
Topic Analysis
Entity Recognition
Semantic Analysis
Sentiment Analysis
Text Summarization

Content Enrichment

Deriving and determining structure from text to enhance and augment the data.

Data Cleansing

Establishing clarity on features of interest in the text by eliminating noise (distracting text) from the data to be analyzed.

Data Cleansing

Taxonomy Creation

Creating a hierarchical structure of relationships among concepts in text and specifying the terms to be used to refer to each.

Aspect Mining

Identifying aspects of language present in the text, such as part-of-speech tagging.

Categorization

Placing text into organized groups and labeling it, based on features of interest.

Also called text classification and text tagging.

Man on clear board organizing shapes into groups and labeling them based on features of interest. Analogous to the categorization of NLP data.

Intent Recognition

Identifying words that signal a user’s intent, often used to determine actions to take based on users’ responses.

Also known as intent detection and intent classification.

Intent-Recognition

Syntax Analysis

Analyzing a string of symbols in text, conforming to the rules of a formal grammar.

Also known as syntactic analysis.

Image of a chalkboard with tables broken out for syntax analysis, display the English language future and present tense for the verb to be. Syntax analysis is one of the expertise included in CloudFactory's Natural Language Processing services.

Topic Analysis

Extracting meaning from text by identifying recurrent themes or topics.

Also known as topic labeling.

Photo of a business review newspaper where topic analysis NLP technique has been applied to highlight recurrent themes in the text, in this case, those related to economic recovery.

Entity Recognition

Identifying text that represents specific entities, such as people, places, or organizations.

Also known as named entity recognition, entity chunking, and entity extraction.

Semantic Analysis

Analyzing the context and text structure to accurately distinguish the meaning of words that have more than one definition. Also called context analysis.

Semantic Analysis

Sentiment Analysis

Extracting meaning from text to determine its emotion or sentiment. Also called opinion mining.

Sentiment Analysis

Text Summarization

Creating a brief description that includes the most important and relevant information contained in the text.

Why Choose CloudFactory?

Extend Your Team

Our vetted, managed teams have served hundreds of clients across thousands of use cases that range from simple to complex.

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Quality At Scale

Our proven processes securely and quickly deliver accurate data and are designed to scale and change with your needs.

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Subscription-based Terms

Contract terms that include all you need to succeed and predictable hourly pricing that removes the risk of hidden costs.

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Autonomous System | Text Annotation

True Lark Scales Chatbot Enhancements

True Lark turned to CloudFactory to help them scale data tagging for development of a robust customer communication solution.

Learn How

Legal Services | Text Annotation

Managed Workforce Helps Legal AI

Heretik wanted to make legal contract review less tedious so they created an AI-fueled solution. Learn how CloudFactory helped bring their software to life.

Learn How