STORY: Emergency workers broke into one of the burning apartments, as local residents watched on.
At least two apartments were severely damaged.
Ukraine's general staff said Russia was shelling Kharkiv, its second biggest city. Shelling by the Russian army has intensified in recent weeks.
Moscow, which describes its actions in Ukraine as a "special military operation," denies targeting civilians.