Papers by Naoki Muto
Presentation Slide Translation and Layout Error Correction by LLMs (2026.acl-srw)
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| Challenge: | Existing translation tools suffer from layout errors due to text expansion during translation . a new approach to translating Japanese slides into English is proposed to overcome this issue . |
| Approach: | They propose a framework to translate Japanese slides into English and correct layout errors by using multimodal LLMs with slide images and XML structures. |
| Outcome: | The proposed method outperforms baselines and achieves 4.1% layout error rate and over 80% success rate. |