In a large skillet or cazuela, heat 1 tablespoon of the olive oil and saute the sliced chorizo until it begins to brown around the edges, 7 to 8 minutes. Add the onion and cook, stirring occasionally, until they are caramelized around the edges and softened somewhat, 4 to 6 minutes. Add the garlic and cook, stirring, for 1 minute. Add 1/4 cup of the sherry and cook for 1 minute. Add the shrimp, paprika, 1 teaspoon salt, and 1/2 teaspoon black pepper, and cook, stirring occasionally, until pink and cooked through, about 4 to 5 minutes. Add the remaining 1/4 cup of sherry and 1/4 cup olive oil, lemon juice, parsley and remainder of the salt and pepper; stir to combine and remove from the heat. Serve immediately, on small plates with any accumulated cooking juices spooned over the top. Pass the bread at the table.
Recipe from Emeril Lagasse