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08/14/2023
SOTASTREAM: A Streaming Approach to Machine Translation Training
Many machine translation toolkits make use of a data preparation step wh...
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10/11/2022
Checks and Strategies for Enabling Code-Switched Machine Translation
Code-switching is a common phenomenon among multilingual speakers, where...
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04/12/2021
Macro-Average: Rare Types Are Important Too
While traditional corpus-level evaluation metrics for machine translatio...
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04/01/2021
Many-to-English Machine Translation Tools, Data, and Pretrained Models
While there are more than 7000 languages in the world, most translation ...
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04/05/2020
Neural Machine Translation with Imbalanced Classes
We cast neural machine translation (NMT) as a classification task in an ...
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10/24/2019
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition
We study the bias in several state-of-the-art named entity recognition (...
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12/03/2017