Java – build a natural language model to fix spelling errors

• Java

What is a book on how to build such a natural language parser?

input: I got to TALL you
output: I got to TELL you

input: Big RAT @R_890_2419@
output: Big RED @R_890_2419@

in: hoo un thum zend three
out: one thousand three

It must have a language model that allows you to predict which words are misspelled!

What is the best book and how to build such a tool?

PS: is there a free internet service to check spelling? Possible from Google?

Solution

Peter novig wrote a great spell checker Maybe it can help you

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