Get insights by generating stories with AI
A text generator is an application based on NLP (Natural Language Processing) techniques. It tries to understand the context of an input and adds its own thoughts around it.
When provided a text input – a phrase, sentence or paragraph, this demo attempts to generate some stories around it. The demo was implemented using deep learning language models pre-trained on Wikipedia text.
Transfer learning was used to augment the pre-trained model on Yelp dataset.
The data set can be downloaded from here: https://s3.amazonaws.com/fast-ai-nlp/yelp_review_full_csv.tgz.
It contains 1,569,264 samples from the Yelp Dataset Challenge 2015
The pre-trained model was downloaded from fast.ai