What is Amazon Comprehend?
Amazon Comprehend is a natural language processing (NLP) service that leverages machine learning to uncover insights and meaningful relationships from text data. The service offers a suite of APIs that enable developers to easily integrate advanced NLP capabilities into their applications, including Keyphrase Extraction, Sentiment Analysis, Entity Recognition, Topic Modeling, and Language Detection
Highlights
- Keyphrase Extraction: Automatically identifies the most salient and meaningful phrases within a given text, providing valuable insights into the main topics and ideas
- Sentiment Analysis: Determines the overall sentiment expressed in a piece of text, categorizing it as positive, negative, or neutral
- Entity Recognition: Identifies and extracts named entities like people, places, organizations, and brands from text, providing contextual information about the content
- Topic Modeling: Organizes a collection of text documents by detecting the underlying topics and themes, enabling users to quickly understand the main subject areas
- Language Detection: Automatically determines the language of the input text, allowing applications to handle content in multiple languages.
Features
Natural Language Processing