"""Using the paragraph data to construct paris of following sentences and pairs of random sentences """ import random positive_pairs = [] negative_pairs = [] num_paragraphs = len(divided_paragraphs) for i, paragraph in enumerate(divided_paragraphs): for j in range(len(paragraph)-1): positive_pairs.append((paragraph[j], paragraph[j+1])) rand_par = i while rand_par == i: rand_par = random.randint(0, num_paragraphs-1) rand_sent = random.randint(0, len(divided_paragraphs[rand_par])-1) negative_pairs.append((paragraph[j], divided_paragraphs[rand_par][rand_sent]))