Preheat broiler. Place oil, lime juice, salt, paprika, and smashed garlic in a large bowl. Stir well to combine. Add peeled shrimp and stir well to combine all over shrimp. Place on baking sheet with edges and broil for 5 minutes or until shrimp is cooked through.
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Meanwhile make the sauce. Serve along side shrimp for dipping.