natural-languagelisted

# NaturalLanguage + Translation Analyze natural language text for tokenization, part-of-speech tagging, named entity recognition, sentiment analysis, language identification, and word/sentence embeddings. Translate text between languages with the Translation framework. Targets Swift 6.3 / iOS 26+. > This skill covers two related frameworks: **NaturalLanguage** (`NLTokenizer`, `NLTagger`, `NLEmbedding`) for on-device text analysis, and **Translation** (`TranslationSession`, `LanguageAvailability`) for language translation. ## Contents - [Setup](#setup) - [Tokenization](#tokenization) - [Language Identification](#language-identification) - [Part-of-Speech Tagging](#part-of-speech-tagging) - [Named Entity Recognition](#named-entity-recognition) - [Sentiment Analysis](#sentiment-analysis) - [Text Embeddings](#text-embeddings) - [Translation](#translation) - [Common Mistakes](#common-mistakes) - [Review Checklist](#review-checklist) - [References](#references) ## Setup Import `NaturalLanguage` for text analysis and `Translation` for language translation. No special entitlements or capabilities are required for NaturalLanguage. Translation requires iOS 17.4+ / macOS 14.4+. ```swift import NaturalLanguage import Translation ``` NaturalLanguage classes (`NLTokenizer`, `NLTagger`) are **not thread-safe**. Use each instance from one thread or dispatch queue at a time. ## Tokenization Segment text into words, sentences, or paragraphs with `NLTokenizer`. ```swift import Natura