Natural Language Processing: leverage every last word
About Defined.ai NLP services
Getting AI to understand and reproduce natural human language isn’t an easy feat. That’s where our high-quality off-the-shelf datasets and international crowd-powered data annotation and collection services can help.
Off-the-shelf datasets
Looking to train, test, or benchmark your model ASAP? Try out our high-quality, ready-to-use NER datasets with 24 named entity categories today.
Custom datasets
Your NER models will benefit from high-quality data specific to your business focus. Let us help you source and label that data with our global crowdsourcing platform.
Train your Named Entity Recognition (NER) models
Train your models to recognize notable people, places, things, and concepts in unstructured text with ready-to-use NER datasets from 10 locales, annotated with 24 named entity categories.
Need a bespoke NER dataset? Reach out and let us know how we can source the perfect dataset for your model’s needs, from distinct locales to custom ontologies.
Train your Aspect-Based Sentiment Analysis models
Gaining insight from feedback is vital to be agile to customer demand. Our ABSA data enables your AI to do that at scale with granular detail unavailable to vanilla sentiment analysis models.
Need ABSA annotated data specific to your needs? Reach out and let us know how we can apply our vast international crowd to sourcing the perfect dataset for your model’s needs.
Other NLP solutions
Tackling other NLP issues like intent recognition, personally identifiable information (PII) redaction, or content moderation? We have extensive experience collecting and annotating data for all of the above. What about enhancing chatbox user experience? Our suite of subjective assessments and conversational design evaluation can help. Reach out to tell us about your specific needs and we’ll set up the perfect solution for you.
We’re passionate about the quality and variety of our NLP data services, from standard workflows like variant collection, named entity annotation, aspect-based sentiment annotation, and more, to personalized workflows specific to a client’s unique needs and requirements. Our scalable global workforce can collect and annotate data in a number of languages, while our automated quality metrics ensures that only the highest quality contributor annotations make it into the final dataset. Providing clients with highly accurate data is the key to our success.
Carla Abreu, NLP Solutions Architect @Defined.ai
Why us?
We wear our values on our sleeve and weave them into our data and solutions. Choosing Defined.ai means you get the benefit of our high standards enriching your AI initiatives.
Quality
Flexibility
Security & privacy
Ethical
NLP in action
Curious how adding language-based AI can help your business? Check out these case studies and use cases to get an idea how Defined.ai’s NLP services can help enhance your business offerings.
Looking for something ready-to-use? Try our datasets
Peruse our Marketplace for a vast array of ready-to-use, off-the-shelf NLP datasets across a variety of languages, dialects, demographics, and industries.
