questions generation

by
Odoo
v 13.0 Third Party 11
Download for v 13.0 Deploy on Odoo.sh
Required Apps eLearning (website_slides)
Website (website)
Lines of code 15834
Technical Name questions_generator
LicenseLGPL-3
Websitehttps://www.sprinterra.com/
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Required Apps eLearning (website_slides)
Website (website)
Lines of code 15834
Technical Name questions_generator
LicenseLGPL-3
Websitehttps://www.sprinterra.com/

Overview

A combination of an eLearning app and Automatic Question Generation.
Automatic Question Generation (AQG) is the technique for generating a right set of questions from a content. Question Generators use trained machine learning algorithms to generate questions using some text information as the input. Given information is processed through the neural networks as a hidden step. As the output, we get questions with different variants of answers.

Key tools

  • Question generation tool with pre-trained transformers (specifically seq-2-seq models) using straight-forward end-to-end methods without much complicated pipelines.
  • Questgen is the world's most advanced question generation AI leveraging state-of-the-art transformer models like T5, BERT and OpenAI GPT-2 etc.
  • Configuration

    1. Once application is installed, you can enable necessary AQG in settings. You can reach here by Configuration/Settings. It is worth paying attention to required memory capacity, as each generation tool is quite different.

    2. Once a user enables the generation feature in the settings, they can create the content with generated questions in it. New fields connected to generation feature pop up as a user checks the Question Generator field. Then, it is required to choose a Neural Network between the ones activated in the Settings. As a Splitter Option a user can choose a paragraph, sentence, full text or a customized one. By choosing a custom splitter, a user can identify the splitter symbol and split the text manually.

    3. Once a user is ready with the text, they can press the Generate button.

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