However, we note that even without fixed answer vocabulary, our restricted model (M4C w/o fixed vocabulary in Table 5 ) still outperforms the previous work LoRRA <cite>[44]</cite> , suggesting that it is particularly important to learn to copy multiple OCR tokens to form an answer (a key feature in our model but not in LoRRA).