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Natural Language

Derive insights from unstructured text using Machine Learning.

  • Get insightful text analysis with machine learning that extracts, analyzes, and stores text
  • Train high-quality machine learning custom models without a single line of code
  • Apply natural language understanding (NLU) to apps with Natural Language API
Key features

Key features

Syntax analysis

Extract tokens and sentences, identify parts of speech, and create dependency parse trees for each sentence.

Sentiment analysis

Understand the overall opinion, feeling, or attitude sentiment expressed in a block of text.

Entity analysis

Identify entities within documents—including receipts, invoices and label them by types such as date, person.

Content Classification

Analyzes a document and returns a list of content categories that apply to the text found in the document.

User cases

Chatbots/ Vitural Assistant

NLU is understanding the meaning of the user’s input. Primarily focused on machine reading comprehension, NLU gets the chatbot to comprehend what a body of text means. NLU is nothing but an understanding of the text given and classifying it into proper intents.

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