Nooo, not for a game based on D&D and dice rolls, not for combat. Streaks of (un)luck are part of the tabletop experience as well...

And the playing window is typically the same, though the amount of rolls very much depends on the whole session and its DM.
For dialogues, however, I would remove ALL random elements and use expected value instead, those dice rolls are just dumb.