CoCo4MT 2023

Workshop on Corpus Generation and Corpus Augmentation for Machine Translation

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The second workshop on Corpus Generation and Corpus Augmentation for Machine Translation (CoCo4MT) will be co-located with the MT Summit 2023 conference from 4 September to 5 September, 2023.

CoCo4MT sets out to be a workshop centered around research that focuses on corpora creation, cleansing, and augmentation techniques specifically for machine translation. We hope that submissions will provide high-quality corpora that is available publicly for download and can be used to increase machine translation performance thus encouraging new dataset creation for multiple languages that will, in turn, provide a general workshop to consult for corpora needs in the future.

Topics (not limited):

• Difficulties with using existing corpora (for example, political considerations or domain limitations), and their effects on final machine translation systems
• Strategies for collecting new machine translation datasets (for example, via crowdsourcing)
• Data augmentation techniques
• Data cleansing and denoising techniques
• Quality control strategies for machine translation data
• Exploration of datasets for pretraining or auxiliary tasks for training machine translation systems

sites.google.com/view/coco4mt (CoCo4MT)

Important dates

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