chunked/nltk_chunking/tasks_document_question_answering/chunk_34.txt

dataset_with_ocr = updated_dataset.map(get_ocr_words_and_boxes, batched=True, batch_size=2)

Preprocessing text data
Once we have applied OCR to the images, we need to encode the text part of the dataset to prepare it for the model.