Both struggled on Boxing Day as Arsenal drew with lowly Bournemouth and Chelsea lost at home to Southampton.
Arsenal are now in the bottom half of the table and are in desperate need for points ahead of the New Year.
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Chelsea are still hanging onto fourth place but have been in patchy form recently.