MarketplaceAI CenterML ModelVuram Zero Shot Classifier - ML Skill
Vuram Zero Shot Classifier - ML Skill

Vuram Zero Shot Classifier - ML Skill

by Vuram Technology Solutions Pvt. Ltd

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0

ML Model

Downloads

<100

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Summary

Summary

Vuram Zero Shot Classifier helps in classifying any given context among the defined classes.

Overview

Overview

  1. The ML Skill uses a pre-trained Hugging Face Zero-Shot Classification Machine Learning Model - valhalla/distilbart-mnli-12-1 to classify any given context/sequence.
  2. The ML model that is to be downloaded and replaced with the placeholder file can be found here.
  3. In the sample process attached, the output is exported to an Excel file. However the user can manipulate the output as per their choice of action.

Features

Features

This skill can be used for "n" number of classification problems. Some of them are: 1. Text Classification 2. Urgency Classification 3. Sentiment Analysis 4. Email Classification 5. Spam or not classification The output of the ML Skill can be used by the robot to take decision based on the prediction score without having any human intervention.

Additional Information

Additional Information

Dependencies

1. UiPath.MLServices.Activities 2. UiPath.Web.Activities

Publisher

Vuram Technology Solutions Pvt. Ltd

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Trusted Source

License & Privacy

MIT

Privacy Terms

Technical

Version

1.0

Updated

March 25, 2021

Works with

AI Center: 20.4 - 22.10

Certification

Silver Certified

Support

UiPath Community Support

Resources

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