Ozlem Eren
2023
Brand Consistency for Multilingual E-commerce Machine Translation
Bryan Zhang
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Stephan Walter
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Saurabh Chetan Birari
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Ozlem Eren
Proceedings of Machine Translation Summit XIX, Vol. 2: Users Track
In the realm of e-commerce, it is crucial to ensure consistent localization of brand terms in product information translations. With the ever-evolving e-commerce landscape, new brands and their localized versions are consistently emerging. However, these diverse brand forms and aliases present a significant challenge in machine translation (MT). This study investigates MT brand consistency problem in multilingual e-commerce and proposes practical and sustainable solutions to maintain brand consistency in various scenarios within the e-commerce industry. Through experimentation and analysis of an English-Arabic MT system, we demonstrate the effectiveness of our proposed solutions.
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