Introducing Natural Language

WWDC 2018

Natural Language

Language Identification

Tokenization

Named Entity Recognition

Custom NLP Models

Types of Custom Model

Text Classification

Word Tagging

Supervised Machine Learning

Custom NLP Models

Text Classifier

Word Tagger

Inference

Using a Custom Model

Using Custom Models with NLTagger

Demo

Performance

• Available on all Apple platforms
• Standardized text processing

Text Processing

Standardized Text Processing

Optimized Models

• Low latency
• Optimized for Apple hardware

ML Algorithms

Privacy

Privacy Preserving ML Applied to NLP