(Tran et al., 2016) leverage face and landmark recognition to generate captions containing named persons, but such largescale training is difficult.
ooV words like named entities, which are a quintessential aspect of entity-aware captions because ooV words typically represent entities or events, are difficult to generate due to low training probabilities.