Exploring Natural Language Processing

Overview

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Explore the power of natural language processing APIs in iOS 11 through this conference talk from try! Swift NYC 2017. Dive into the underutilized yet potent set of APIs that can enhance user experience in apps. Learn about tokenization, entity recognition, linguistic tags, language identification, and more. Discover how to implement these features in a sample project, understand the benefits and limitations of the NLP API, and gain insights into its performance. Follow along as speaker Paola Mata demonstrates practical examples and discusses challenges faced, including named entity identification and handling multilingual text like Spanglish.

Syllabus

Intro
What is Natural Language Processing
Core ML
NLP API
Who should use the NLP API
What is useful information
Tokenization
Limitization
Entity Recognition
Linguistic Tags
Type Tags
Chart
Language Identification
Counting Tokens
Sample App
Part of Speech
Named Entity
Limit ization
Sample project
Benefits of NLP API
Performance
What didnt work
Named Entity Identification
Spanglish
Examples
Outro