Yeah, there were a LOT of grammatical mistakes in the linked article:

"Text summarization it is the technique"

"With the presently explosion"

"there is need to develop"

I'm not trying to be funny here: I'm genuinely skeptical about somebody who's claiming to have some expertise in machine learning as it applies to textual data but didn't apply a grammar checker (MS Word would catch this stuff).