Unsupervised Bilingual Lexicon Induction from Mono-lingual Multimodal Data
Table 7: Performance of French to English word translation on the MMID dataset.
['[EMPTY]', 'MRR', 'P@1', 'P@5', 'P@10', 'P@20']
To be noted, the training data of the French captions is five times less than German captions, which makes French-to-English word translation performance less competitive with German-to-English. But similarly, the fusion of linguistic and visual features achieves the best performance, which has boosted the baseline methods with 4.2% relative gains on the MRR metric and 17.4% relative improvements on the P@20 metric.