We improve the way to correct the results by adding two things:
1/ After a query, on the spotted words, when you click on the word you are asked if the word is correctly spotted. Not entirely sure of the result you got, we add a third option (“not sure”) to “correct” or “incorrect”.
2/ When clicking on a word to see if it has been recognized, you have now a dropdown menu suggestions of the recognized word in order of confidence. You can now just select the correct answer from the list rather then typing it. Of course, if none of the suggested result is good you can still type the correct word manually.
The bounding box surrounding the word now appears and they are in color (green, yellow, red or grey) so you can have an idea of the confidence level of the word you are going to select. And don’t worry if the suggest word in the bounding box have nothing to do with the one you clicked: the system will only take into account the pixel on which you clicked on.
Lemmatized search is on it’s way. We are still testing it on a small sample of the corpus but it will be implement in the coming month.