
Language Data for AI
Globally trusted data, renowned for superior quality, rigorous standard and a commitment to transparency.

High-quality language data for high-performing AI
High-quality, human-curated language data is essential for building accurate, ethical, and high-performing AI systems.
Oxford Languages provides clean, structured datasets designed specifically for artificial intelligence, natural language processing, and machine-learning applications.
Our datasets support robust model training, reduce error rates, and promote transparency and trust in AI-driven products.
Unique advantages of our data
As a world leader in high-quality data, we cover every major subject area with an extensive collection that includes billions of words in PDF, full-text, XML, and XML headers.

Live feed delivery
Ensuring your model is continually updated with the newest data.

Long form content
Providing high-quality and in-depth content.

Extensive volume
Suitable for LLMs with a 20-billion-word collection.

Rich citations
Extensive references, providing context and relationships.

Structured & current
Standardized format with up-to-date information.

Focused content
Detailed data on specific topics to enhance understanding.

Why our data stands out
We follow stringent processes to ensure our data is reliable and reproducible. By adhering to the Transparency and Openness Promotion (TOP) guidelines, we boost the credibility of our training data, making it ideal for model development, tuning, and retrieval.
We also encourage the public release of underlying data, fostering trust and enabling further discovery. This approach allows researchers and developers to confidently build upon our work.
AI & NLP use cases our data supports:
Large Language Model training
Ensuring your model is continually updated with the newest data.
Semantic search & retrieval
Providing high-quality and in-depth content.
Conversational AI & voice assistants
Suitable for LLMs with a 20-billion-word collection.
Machine translation
Extensive references, providing context and relationships.
Text classification & content moderation
Standardized format with up-to-date information.
Generative AI
Detailed data on specific topics to enhance understanding.
Why partner with Oxford Languages?
With over a decade of experience supporting leading technology companies, we bring:
Trusted by the world’s biggest companies
Proven expertise in supplying clean, structured datasets at scale.
Unmatched expertise
Deep linguistic insight through human-curated content.
Global scope, local relevance
Commitment to inclusive, globally representative language data.
Our goal is to help you build AI that understands the world’s languages accurately and responsibly.

Download our Data for AI brochure

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