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. > This skill covers two related frameworks: **NaturalLanguage** (`NLTokenizer`, `NLTagger`, `NLEmbedding`) for on-device text analysis, and **Translation** (`TranslationSession`, `LanguageAvailability`) for language translation. **Scope boundary:** Use this skill after you already have text. It owns tokenization, language identification, POS/NER tagging, sentiment, embeddings, custom `NLModel` classifiers/taggers, and in-app translation. Hand off OCR to `vision-framework`, speech-to-text to `speech-recognition`, UI strings and locale formatting to `ios-localization`, and generative summarization or Apple Intelligence workflows to `apple-on-device-ai`. ## 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 o