How to write a neural network for spell check?

Question

In a sentence if any spelling is wrong this code should be able to correct it with respect to context.what kind of dataset is required? how to convert English sentence into numbers and where to get the labels.

Answer 1

Hi Diksha,

It sounds like you are trying to reinvent autocorrect. There are many Natural Language Processor (NLP) projects out there, as you probably already know. Not sure what would suit your goals, but sometimes all it takes is the right keyword(s) combination in your favorite search engine and some tenacity.

Best of luck! ☺

Answer 2

There have been some interesting posts regarding neural networks previously, such as:

https://www.sololearn.com/discuss/1033072/?ref=app

https://www.sololearn.com/discuss/439680/?ref=app

there's more, so just search "neural".

Answer 3

Thanks Janning⭐, yes I am trying to do this autocorrect thing in another way.i have already tried it using NLP and the result were not that satisfying so I want to do it using neural networks as I am new to this neural network concept I am really confused how to go about it.

Answer 4

Thanks Janning⭐ , I have already gone through some of these and I have tried the basic neural network for finding patterns. here wot I am more concerned about is the dataset to train my network