Sold by: MphasisÂ
Deployed on AWS
The solution paraphrases textual data using Natural Language Processing techniques.
Overview
DeepInsights Text Paraphraser helps in re-expressing the text content in a different style without changing the original meaning. The solution can be used to get a better understanding of the data and simplify complex sentences. Transformer based models are used which helps in retaining the contextual meaning.
Highlights
- Paraphrasing can be used to create more data from limited textual data. This in-turn helps in increasing the variability in the dataset. The solution can be used for a number of scenarios such as SEO, abstractive text summarization and data augmentation.
- The solution can also be used to check and avoid plagiarism.
- Mphasis DeepInsights is a cloud-based cognitive computing platform that offers data extraction & predictive analytics capabilities. Need customized Machine Learning and Deep Learning solutions? Get in touch!
Details
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Delivery method
Latest version
Deployed on AWS
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Features and programs
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Pricing
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/host/hour |
|---|---|---|
ml.m5.large Inference (Batch) Recommended | Model inference on the ml.m5.large instance type, batch mode | $16.00 |
ml.m5.large Inference (Real-Time) Recommended | Model inference on the ml.m5.large instance type, real-time mode | $8.00 |
ml.m4.4xlarge Inference (Batch) | Model inference on the ml.m4.4xlarge instance type, batch mode | $16.00 |
ml.m5.4xlarge Inference (Batch) | Model inference on the ml.m5.4xlarge instance type, batch mode | $16.00 |
ml.m4.16xlarge Inference (Batch) | Model inference on the ml.m4.16xlarge instance type, batch mode | $16.00 |
ml.m5.2xlarge Inference (Batch) | Model inference on the ml.m5.2xlarge instance type, batch mode | $16.00 |
ml.p3.16xlarge Inference (Batch) | Model inference on the ml.p3.16xlarge instance type, batch mode | $16.00 |
ml.m4.2xlarge Inference (Batch) | Model inference on the ml.m4.2xlarge instance type, batch mode | $16.00 |
ml.c5.2xlarge Inference (Batch) | Model inference on the ml.c5.2xlarge instance type, batch mode | $16.00 |
ml.p3.2xlarge Inference (Batch) | Model inference on the ml.p3.2xlarge instance type, batch mode | $16.00 |
Vendor refund policy
Currently we do not support refunds, but you can cancel your subscription to the service at any time.
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA)Â .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
Amazon SageMaker model
An Amazon SageMaker model package is a pre-trained machine learning model ready to use without additional training. Use the model package to create a model on Amazon SageMaker for real-time inference or batch processing. Amazon SageMaker is a fully managed platform for building, training, and deploying machine learning models at scale.
Deploy the model on Amazon SageMaker AI using the following options:
Version release notes
Bug Fixes and Performance Improvement
Additional details
Inputs
- Summary
Input:
Following are the mandatory inputs guidelines: • The input csv should have a column named as "sentence" which contains the sentences • Supported content types: text/csv.
Output:
Instructions for output interpretation: • Output will be the augmented sentences with 3 predictions. • Output content type: A “.csv” file with the instances. • Supported content types: 'text/csv'.
Invoking endpoint:
If you are using real time inferencing, please create the endpoint first and then use the following command to invoke it:: aws sagemaker-runtime invoke-endpoint --endpoint-name "endpoint-name" --body fileb://sample.csv --content-type text/csv --accept text/csv out.csv
Resources:
- Input MIME type
- text/csv, text/plain
See Input Summary
See Input Summary
Resources
Vendor resources
Support
Vendor support
For any assistance reach out to us at:
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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Customer reviews
0 ratings
0 AWS reviews
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11 external reviews
Star ratings include only reviews from verified AWS customers. External reviews can also include a star rating, but star ratings from external reviews are not averaged in with the AWS customer star ratings.
Dhaivat S.
Deeplnsights text paraphraser: one of the best plateform enhancing my text
Reviewed on Jan 09, 2024
Review provided by G2
What do you like best about the product?
It helps in various ways to improve the text enhancement skills
What do you dislike about the product?
as such there is nothing to dislike about this product.
What problems is the product solving and how is that benefiting you?
It helps in my email drafting.
Joseph M.
The tool doesnt accurately capture the context of the text
Reviewed on Dec 24, 2023
Review provided by G2
What do you like best about the product?
DeepInsights Text Paraphraser has a poor user interface. It makes the process of paraphrasing text very difficult and hectic. This software has no understanding of the context of my text providing suggestions.
What do you dislike about the product?
There are aspects that I find problematic about DeepInsights Text Paraphraser. The implementation of machine learning and natural language processing, in this tool is somewhat limited. I have encountered many issues and limitations with the software.
What problems is the product solving and how is that benefiting you?
Sometimes the paraphrasing tool generates content that lacks coherence and clarity requiring editing on my part. Maintaining the meaning and tone of the text is difficult at times, which leads to misunderstandings.
AYUSH G.
Elevating textual precision& efficiency
Reviewed on Nov 24, 2023
Review provided by G2
What do you like best about the product?
The most helpful aspect of Deepinsightstext paraphraser is its ability to significantly enhance text quality & coherence. The upside of using this tool includes its versatility in processing various file types & its capacity to generate tailored content based on user preferences. Also the support for multiple languages& domains ensure a broad applicability.
What do you dislike about the product?
While deepinsights offers valuable features, one aspect that might be considered less helpful is the potential limitation in handling highly technical & domain specific content. The downside includes the need for careful review 7 manual adjustments as automated responses not always capture the precise nuance intented by user.
What problems is the product solving and how is that benefiting you?
The tool helps me to navigate the issue of plagiarism by providing alternate ways to express ideas & ensuringn originality in my work. this not only upholds ethical writing standards but also contributes to overall professionalism of the content.
Seenivasan A.
Experience with "DeepInsights Text Paraphraser" :
Reviewed on Nov 02, 2023
Review provided by G2
What do you like best about the product?
Firstly I like about High Accuracy offered by "DeepInsights Text Paraphraser" which maintains original meaning in paraphrasing. Then I like "time-saving" where it reduces manual rephrasing effort.
What do you dislike about the product?
They are offering subscription at an hourly rate. If possible to give it like by month or year. It would be appreciable.
What problems is the product solving and how is that benefiting you?
It enhance the language that I used in my projects. Mostly time saving one.
Sharu L.
Makes work easier
Reviewed on Oct 31, 2023
Review provided by G2
What do you like best about the product?
This has helped me big time in paraphrasing the contents. In my work, I need to send emails and stuff. Document things, with this, I am able to do things quicker and there is not lot to things and saves plenty of my time.
What do you dislike about the product?
Sometimes I feel it did not understand the context of my text or paragragh and it becomes quite complex to get the right words or sentences.
What problems is the product solving and how is that benefiting you?
First thing first, it has helped me save my time. Its quick and easy and doesnt invlove a lot of work. As someone who is not a native English Speak, this has helped me a lot with my work