The bombing targeted wedding guests as they celebrated on the streets of Gaziantep, near the border with Syria.
The Turkish government says a suicide bomber set off the blast, which also wounded at least 94 people.
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Turkey's President Recep Tayyip Erdogan says he believes Islamic State carried out the attack.