Question details:

I have tried everything to remove it from the screen but nothing helps.

Answer

It is possible that the color has been applied as Shading and not as Highlight.

Try to remove the color from Format -> Borders and Shading -> Shading tab.

or

Select the highlighted text and then go to the 'Highlight' button on the 'Formatting' toolbar and change it to white.