Probabilistic language models, auto-correction tools and scientific discovery. "Durgesh Kumar Dwivedi":http://network.nature.com/people/U56CB3E51/profile over on Nature Network just asked "Does anyone have any software or web address which corrects English grammar, preposition, edit and shortened the paragraphs?". This question brought to mind and idea that I had a few years ago. The idea is simple enough, use a large corpus of pre-vetted grammatically correct text as a training tool to compare sentences against. ... (more)