Changes Amazon Comprehend now supports versioning of custom models, improved training with ONE_DOC_PER_FILE text documents for custom entity recognition, ability to provide specific test sets during training, and live migration to new model endpoints.
Changes Amazon Comprehend now allows you to train and run PDF and Word documents for custom entity recognition. With PDF and Word formats, you can extract information from documents containing headers, lists and tables.
Changes Add tagging support for Comprehend async inference job.
Changes Support for customer managed KMS encryption of Comprehend custom models
Changes ContainsPiiEntities API analyzes the input text for the presence of personally identifiable information(PII) and returns the labels of identified PII entity types such as name, address etc.
Changes Support Comprehend events detection APIs
Changes Amazon Comprehend integrates with Amazon SageMaker GroundTruth to allow its customers to annotate their datasets using GroundTruth and train their models using Comprehend Custom APIs.
Changes Amazon Comprehend now supports detecting Personally Identifiable Information (PII) entities in a document.
Changes AWS Comprehend now supports Real-time Analysis with Custom Entity Recognition.
Changes Amazon Comprehend now supports Multilabel document classification
Changes Amazon Comprehend now supports real-time analysis with Custom Classification
Changes This release adds new languages (ar, hi, ko, ja, zh, zh-TW) for Amazon Comprehend's DetectSentiment, DetectEntities, DetectKeyPhrases, BatchDetectSentiment, BatchDetectEntities and BatchDetectKeyPhrases APIs
Changes Amazon Comprehend now supports multiple entities for custom entity recognition
Changes With this release AWS Comprehend now supports Virtual Private Cloud for Asynchronous Batch Processing jobs
Changes With this release AWS Comprehend provides confusion matrix for custom document classifier.
Changes With this release AWS Comprehend adds tagging support for document-classifiers and entity-recognizers.
Changes With this release AWS Comprehend supports encryption of output results of analysis jobs and volume data on the storage volume attached to the compute instance that processes the analysis job.
Changes This SDK release adds functionality to stop training Custom Document Classifier or Custom Entity Recognizer in Amazon Comprehend.
Changes Amazon Comprehend Custom Entities automatically trains entity recognition models using your entities and noun-based phrases.
Changes Amazon Comprehend Custom Classification automatically trains classification models using your text and custom labels.
Changes This release adds French, Italian, German and Portuguese language support for all existing synchronous and asynchronous APIs
Changes This release gives customers the ability to tokenize (find word boundaries) text and for each word provide a label for the part of speech, using the DetectSyntax operation. This API is useful to analyze text for specific conditions like for example finding nouns and the correlating adjectives to understand customer feedback.
Changes This release gives customers the option to batch process a set of documents stored within an S3 bucket in addition to the existing synchronous nature of the current Comprehend API.
Changes Amazon Comprehend is an AWS service for gaining insight into the content of text and documents . It develops insights by recognizing the entities, key phrases, language, sentiments, and other common elements in a document. For more information, go to the Amazon Comprehend product page. To get started, see the Amazon Comprehend Developer Guide.