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ExampleBased Machine Translation with a MultiSentence Construction Transformer Architecture Haozhe XiaoYifei Zhou Yves Lepage IPS, Waseda University 27 Hibikino, Wakamatsuku, Kitakyushushi, 8080135
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How to fill out example-based machine translation with

01
Identify the source and target languages for translation.
02
Gather a bilingual corpus that includes example sentences in both languages.
03
Segment the example sentences into smaller units (e.g., phrases or word pairs).
04
Create a translation memory database by aligning equivalent segments from the source and target languages.
05
Develop a model to retrieve and adapt examples based on the input text to generate translations.
06
Test the model with new sentences to evaluate its performance and make adjustments as necessary.

Who needs example-based machine translation with?

01
Localization professionals looking to translate software and websites.
02
Translators aiming to improve efficiency and consistency in their work.
03
Language learners who want to see practical examples of usage in context.
04
Businesses targeting multiple language markets needing accurate translations.
05
Researchers in computational linguistics studying translation models.
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Example-based machine translation is a method of machine translation that relies on a database of example translations to generate translations for new text. It uses previous translations to find patterns and translate new input.
Entities or individuals who wish to submit translations for review or inclusion in translation databases may be required to file example-based machine translation, particularly in contexts that utilize such technology in professional or academic settings.
To fill out example-based machine translation, one must provide source text, desired output language, and any specific examples or databases that should guide the translation process.
The purpose of example-based machine translation is to enhance translation quality by utilizing past translation examples to inform and improve current translations, ensuring accuracy and contextual relevance.
The information that must be reported includes the source text, target language, examples used for reference, and any relevant metadata regarding the translation context.
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