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Is there a way to combine the character-level OCR with knowledge of the English dictionary? Something like `pregrarrmung` should be able to map to 'programming'
by pgodzin 9y ago
Is there a way to combine the character-level OCR with knowledge of the English dictionary? Something like `pregrarrmung` should be able to map to 'programming' especially with n-gram context of pregrarrmung experience.
- ageitgey 9y agoYep, it's called adding a language model. Check out this paper (2011) for a good summary of the pros and cons: https://research.google.com/pubs/pub36984.html https://research.google.com/pubs/pub36984.html
- pgodzin 9y agoThis is great, thanks! I wonder how it would do with a more state-of-the-art NN model rather than relying on word frequency as a model.