update_ner_model_challenge.py

TRAIN_DATA = [("Pizza is a common fast food.", {"entities": [(0, 5, "FOOD")]}),
              ("We ate dosa yesterday.", {"entities": [(7, 11, "FOOD")]}),
              ("Pasta is an italian recipe", {"entities": [(0, 5, "FOOD")]}),
              ("China's noodles are very famous", {"entities": [(8,15, "FOOD")]}),
              ("Shrimps are famous in China too", {"entities": [(0,7, "FOOD")]}),
              ("Lasagna is another classic of Italy", {"entities": [(0,7, "FOOD")]}),
              ("Unagi is a famous seafood of Japan", {"entities": [(0,5, "FOOD")]}),
              ("Tempura , Soba are other famous dishes of Japan", {"entities": [(0,7, "FOOD")]}),
              ("Udon is a healthy type of noodles", {"entities": [(0,4, "ORG")]}),
              ("Chocolate soufflé is extremely famous french cuisine", {"entities": [(0,17, "FOOD")]}),
              ("Flamiche is french pastry", {"entities": [(0,8, "FOOD")]}),
              ("Burgers are the most commonly consumed fastfood", {"entities": [(0,7, "FOOD")]}),
              ("Burgers are the most commonly consumed fastfood", {"entities": [(0,7, "FOOD")]}),
              ("Frenchfries are considered too oily", {"entities": [(0,11, "FOOD")]}),
             ("The flea market is open during weekend", {"entities": []}),
             ("The flea market is open during weekend", {"entities": []})]