July 08, 2018
The goal of this product is to build a natural language processing model that will receive as input a simple text and predict what should be the next word.
This is just like the virtual keyboard in a cellphone, which suggest the next word given the ones already typed.
Just give it a sentence in plain English, hit Enter and the model will return the most likely word that completes the sentence.
The model considers only two last two words to try and predict the continuation of the sentence.
Given that the purpose of this work is to build an application that will run on a cellphone, both the size of the predictive model and the runtime had to be drastically reduced. Therefore, only one word is provided.
input: the whole process will take about…
input: I received this gift from an old…
input: the school committee will soon address this…
input: You should worry what you do with your own…