The term 'large shrimp' can be broken down into two crossword solutions: PRAWN (5 letters) and scampi (6 letters). Prawns are a type of large, freshwater shrimp that are found in many parts of the world. They are often used in Asian cuisine and are known for their sweet flavor. Scampi is a dish made with prawns that is popular in Italian cuisine. It is usually served with garlic butter and white wine.