TASK DEFINITION: In this task, you have to generate the named entities (NER) given its ingredients of the recipe. Named entities are the names of the items without their quantity.
PROBLEM: 12 short ribs (about 3 1/2 pounds), 1 tablespoon olive oil, salt & fresh ground pepper, 1 large onion, cut into medium dice, 3 garlic cloves, minced, 2 teaspoons dried thyme leaves, 3 tablespoons flour, 1 1/2 cups each, red wine and chicken broth, 14 1/2 ounces petite diced tomatoes

SOLUTION: short, olive oil, salt, onion, garlic, thyme, flour, red wine, tomatoes

PROBLEM: 1 1/2 lbs medium shrimp, peeled and deveined, 6 tablespoons extra-virgin olive oil, 1/2 teaspoon kosher salt, 2 lemons, halved, 3/4 cup crumbled feta cheese, 1 teaspoon dried oregano

SOLUTION: shrimp, extra-virgin olive oil, kosher salt, lemons, feta cheese, oregano

PROBLEM: 1/2 c. Italian dressing, 2 Tbsp. brown sugar, 2 Tbsp. soy sauce, 1/2 tsp. ground ginger, 1 to 1 1/2 lb. flank steak

SOLUTION:
Italian dressing, brown sugar, soy sauce, ground ginger, flank steak