Here is something about automated corrections:

http://ilk.uvt.nl/downloads/pub/papers/CICLING08.TICCL.MRE.postpublication.pdf

Unrelated to the above, I would like to use languagetool.org to automate 
corrections.  So much to do, so little time..


On Tuesday, September 2, 2014 11:13:50 AM UTC-4, Pierre Lison wrote:
>
>
> Hi,
>
> I'm a researcher in statistical machine translation, and use for my work 
> of bunch of translated texts (in multiple languages), some of which were 
> automatically generated via OCR.  I recently noticed that some texts 
> included subtantial numbers of OCR errors, which I would of course like to 
> correct to improve the quality of my data.
>
> I was therefore wondering if I could use tesseract or some related 
> software tool in order to correct at least some of these OCR-generated 
> errors (through e.g. statistical language modelling techniques).  Note that 
> I unfortunately don't have access to the original scans, I only have the 
> raw, OCR-produced text.  
>
> Any suggestions?
>
> Thanks!
>
> Pierre
>

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