Papers by Na Rong
Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps (C18-1)
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| Challenge: | Existing literature on visual question answering (VQA) focuses on English, but there are no datasets for other languages. |
| Approach: | They propose a cross-lingual method to make use of English annotation to improve Japanese VQA . they use attention maps generated from English questions to improve the task . |
| Outcome: | The proposed method performs better than using a monolingual corpus in Japanese than using monolingual ones. |