CoCo4MT 2022

Workshop on Corpus Generation and Corpus Augmentation for Machine Translation

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The first workshop on Corpus Generation and Corpus Augmentation for Machine Translation (CoCo4MT) was co-located with AMTA 2022 on 16 September 2022.

It was the first workshop centered around research focusing on corpora creation, cleansing, and augmentation techniques specifically for machine translation.

Topics (not limited):

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

sites.google.com/view/coco4mt-2022

Keynote speakers

• Ankur Parikh
• Graham Neubig
• Jörg Tiedemann
• Julia Kreutzer
• Maria Nadejde

Panel

• Kenneth Church
• Marine Carpuat

Important dates

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