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Shonosuke Ishiwatari

3 accepted papers

2025

Context-Informed Machine Translation of Manga using Multimodal Large Language Models

COLING 2025main

Due to the significant time and effort required for handcrafting translations, most manga never leave the domestic Japanese market. Automatic manga translation is a promising potential solution. However, it is a budding and underdeveloped field and presents complexities even greater than those found…

2024

Utilizing Longer Context than Speech Bubbles in Automated Manga Translation

COLING 2024main

This paper focuses on improving the performance of machine translation for manga (Japanese-style comics). In manga machine translation, text consists of a sequence of speech bubbles and each speech bubble is translated individually. However, each speech bubble itself does not contain sufficient info…

2021

Towards Fully Automated Manga Translation

AAAI 2021technical

We tackle the problem of machine translation of manga, Japanese comics. Manga translation involves two important problems in machine translation: context-aware and multimodal translation. Since text and images are mixed up in an unstructured fashion in Manga, obtaining context from the image is esse…