Text Analytics
Automate text extraction, generate insights, and perform translation of documents in multiple languages with pre-trained models.
BUILD AI AND ML POWERED SOLUTIONS FASTER | Pre-trained machine learning models available in AWS Marketplace.
Improve decision-making with actionable insights
Operating in a global environment requires the management of large volumes of documents and language localization. Document analysis solutions can help create summaries or abstracts, translate text into multiple languages, and extract industry-specific information from unstructured text and documents. Examples include emails, social media feeds, news articles, product reviews, to name a few.
Learn how to deploy pre-trained model PT-2 XL to perform tasks such as text generation, question answering, reading comprehension, translation, and text summarization.
Solutions
The following solutions from AWS Marketplace sellers focus on Amazon Sagemaker for model delivery.
Mphasis DeepInsightsTM Text Summarizer runs an extractive model that determines and concatenates relevant sentences from a document.
Experimenting with GPT-2 XL machine learning model package on Amazon SageMaker
Benefits
Build ML applications faster
Reduce time for data prep
Simple feature engineering
Resources
Automate and scale the process of capturing user information during airline or hotel check-in (KYC).