769 Machine Translation Papers Show Automatic Evaluation Worsening
Combing through papers released from 2010 to 2020, researchers identify overreliance on metric BLEU to the exclusion of 100+ alternatives — a major weak point.
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METEOR
Facebook Ramps Up Open Source Drive Into Speech Translation
Facebook AI invites developers to improve a speech translation dataset and a open sources a toolkit that evaluates simultaneous speech and text translation.
Simultaneous Interpreters May Soon Get Real-Time Help Just When They Need It
US researchers outline how technology could be used to support the work of simultaneous interpreters. They propose analyzing the linguist’s performance on the fly via real-time quality feedback loop and offer help only when the interpreter is struggling.
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