(path, schema='bio')

(sentence_entities, folds, random_seed)

(train_files, train_file_schema, eps, mistake_count)

(sentence)

(iob_labels)

(iobes_labels)

(iobes_labels)

(paths, original_test_filename, model_predicted_filename)

(split_folders, train_files, train_file_schema, output_weighted_train_file, model_predicted_filename, eps)

(input_files, output_folder, folds, schema)

(tokens, labels)

(labels)

( self, features: torch.tensor, sentences: List[Sentence] )