# Advance your NLP Journey | Build a Paraphrase Generator

**URL:** <https://community.kandi.dev/t/advance-your-nlp-journey-build-a-paraphrase-generator/1066>\
**Category:** FutureSkills Prime Collaboration\
**Created:** [August 25, 2022, 5:43am UTC](https://community.kandi.dev/t/advance-your-nlp-journey-build-a-paraphrase-generator/1066 "2022-08-25T05:43:14Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![OpenWeaver](https://yyz1.discourse-cdn.com/flex031/user_avatar/community.kandi.dev/openweaver/32/539_2.png) [@OpenWeaver](https://community.kandi.dev/u/OpenWeaver)\
**Post date:** [August 25, 2022, 5:43am UTC](https://community.kandi.dev/t/advance-your-nlp-journey-build-a-paraphrase-generator/1066/1 "2022-08-25T05:43:14Z")

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![](https://canada1.discourse-cdn.com/flex031/uploads/kandi1/original/2X/b/b3afa6b93d683f36628ff980a0c44c8968cb9bf2.png)

Paraphrase Generator is used to build NLP training data in minutes with this fully editable source code. The entire solution is available as a package to download from the source code repository.

- Generate paraphrases for text using this application. The trained model for Google PAWS, ParaNMT, Quora question pairs, SNIPS commands, and MSRP Frames
- Use Paraphrasers to augment training data for Natural Language Understanding models to build conversational engines.
- Modify source code to customize as per your requirements

**Complete this Virtual Lab in 3 easy steps to earn your certificate!**

_ **STEP 1 :** _ Watch the below self-guided tutorial.  
_ **STEP 2 :** _ Practice as you watch the video by installing and working with the kandi 1-click solution kit.  
_ **STEP 3 :** _ Complete the assessment and submit screenshots of your working model to receive your certificate.

**NOTE:** Your start date is the date you enrolled for this course. You have 90 days from your enrollment date to complete the course.

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**STEP 1 : TUTORIAL**

Watch this self-guided tutorial on an understanding of installing dependent libraries (e.g. PyTorch, sentence transformers, and transformers); load pre-trained models on which this generator is already trained to make use of open source libraries to build your own Python Paraphrase Generator for NLP.

[![](https://canada1.discourse-cdn.com/flex031/uploads/kandi1/original/2X/2/20d041f0daf4b323f06074e109186d76c464449f.jpeg "How to build NLP Paraphrase Generator | Natural Language Understanding model") ](https://www.youtube.com/watch?v=ObtXptxafVY)

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**STEP 2 : PRACTICAL EXERCISE**

Click the below button to access the Paraphrase Generator kandi kit. This kit has all the required dependencies and resources you need to build your application.

Click on the 1-Click Installer button on the kandi kit page to install the Paraphrase Generator kit. On installing and running this kit, you will have a working model that you can customize and use in your project.

[![kandi 1click kit button](https://yyz1.discourse-cdn.com/flex031/images/transparent.png) ](https://kandi.openweaver.com/collections/nlp/paraphrase-generator1?utm_source=discoursekandikit&utm_medium=community&utm_campaign=organic_community_1click_nlpparaphrasegenerator)

After completing this step, proceed to STEP 3.

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**STEP 3 : ASSESSMENT**

Complete a short assessment and earn your certificate now. ![Congrats](https://canada1.discourse-cdn.com/flex031/uploads/kandi1/original/2X/5/50c39302423a139f3d103c6c8e7e947249d6fae1.png)  
[![TakeAssessment](https://canada1.discourse-cdn.com/flex031/uploads/kandi1/original/2X/3/30056189495e23d7e18473102b562d65598ba282.png)](https://kandi.openweaver.com/certificate/submission/course018)

Your assessment will be reviewed and you will receive a verified certificate via email within a week.

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**SUPPORT**

Reach out to us by replying below for any help you may need with this course.

We hope you enjoyed using kandi!