Text Summation App, quiz and mindmap generator
Budget: £250 – £750 GBP
Overview:
I need one web-based app where a user can input their own text, the software then automatically generates:
a summary of that text
a mind-map of the text
a limerick or short poem/rhyme based on the text
a set of multiple choice questions based on the text
Code, Github and approaches that could possibly help with each task:
Text summariser:
https://towardsdatascience.com/understand-text-summarization-and-create-your-own-summarizer-in-python-b26a9f09fc70
https://www.mygreatlearning.com/blog/text-summarization-in-python/
2. Mindmap generator:
https://codesachin.wordpress.com/2015/10/15/generating-rudimentary-mind-maps-from-word2vec-models/
https://jewlscholar.mtsu.edu/server/api/core/bitstreams/fa8812b7-a834-4601-81c7-9e1ac36ba882/content
3. Limerick generator:
https://github.com/wjyandre/LimGen
https://towardsdatascience.com/limericking-part-2-topic-modeling-with-lda-45476ab9af15
4. Multiple choice quiz generator:
https://towardsdatascience.com/practical-ai-automatically-generate-multiple-choice-questions-mcqs-from-any-content-with-bert-2140d53a9bf5
https://github.com/nourasharawy/AutomatiMultiple-Choice-Question-Generator
The User Interface and Outputted text/files do not have to look that good – as this is for a proof of concept to try to win funding to develop the concept further.
I need one web-based app where a user can input their own text, the software then automatically generates:
a summary of that text
a mind-map of the text
a limerick or short poem/rhyme based on the text
a set of multiple choice questions based on the text
Code, Github and approaches that could possibly help with each task:
Text summariser:
https://towardsdatascience.com/understand-text-summarization-and-create-your-own-summarizer-in-python-b26a9f09fc70
https://www.mygreatlearning.com/blog/text-summarization-in-python/
2. Mindmap generator:
https://codesachin.wordpress.com/2015/10/15/generating-rudimentary-mind-maps-from-word2vec-models/
https://jewlscholar.mtsu.edu/server/api/core/bitstreams/fa8812b7-a834-4601-81c7-9e1ac36ba882/content
3. Limerick generator:
https://github.com/wjyandre/LimGen
https://towardsdatascience.com/limericking-part-2-topic-modeling-with-lda-45476ab9af15
4. Multiple choice quiz generator:
https://towardsdatascience.com/practical-ai-automatically-generate-multiple-choice-questions-mcqs-from-any-content-with-bert-2140d53a9bf5
https://github.com/nourasharawy/AutomatiMultiple-Choice-Question-Generator
The User Interface and Outputted text/files do not have to look that good – as this is for a proof of concept to try to win funding to develop the concept further.