Papers by Takuma Tanigawa
Analysis on Unsupervised Acquisition Process of Bilingual Vocabulary through Iterative Back-Translation (2024.lrec-main)
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| Challenge: | Existing studies have demonstrated the effectiveness of iterative back-translation, but its reason has not been sufficiently elucidated. |
| Approach: | They propose a method for machine translation known as iterative back-translation . they use two monolingual data to create a pseudo-bilingual data and update translation models . |
| Outcome: | The proposed method improves translation quality and improves BLEU. |