Adversarial reconstruction for Multi-modal Machine Translation
Table 2: Q-WAAE : Impact on the METEOR metric of the reconstruction and adversarial loss coefficient on the ambiguous COCO data-set
['[EMPTY]', '[EMPTY]', '[ITALIC] λr 0.2', '[ITALIC] λr 0.5', '[ITALIC] λr 0.8']
The results show that if the auxiliary loss (adversarial and/or reconstruction) is made too important compared to the translation loss, the translation quality is impaired.