The Englishman issued a Premier League record of 14 yellow cards during Saturday's clash, eight of them to Chelsea players.
A spokesperson for the referees' body, PGMOL, told Reuters on Tuesday that Taylor would act as the fourth official on two occasions this weekend after he was subjected to abuse on social media.
He will officiate when Southampton host Ipswich on Saturday and Brighton welcome Nottingham Forest on Sunday.