Topic 2: How to Pump up Your MT Quality (2)
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Transcript of Topic 2: How to Pump up Your MT Quality (2)
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How to Pump Up Your MT
Quality
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State-of-the-art
A variety of engines available:
• Rule-based
• Statistical
• Hybrid
• Neural MT
How do we measure the MT quality and translate it into “quality break-through”?
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Questions to the Panel:
• What really helps turn the dial in improving the MT engine quality? Automated Evaluation?
Human feedback? Confidence and utility scoring?
• How can translation industry work with R&D to achieve higher MT quality?
• How do we align MT quality evaluation methodologies and business success metrics?
• Neural MT? Do we already see an impact on MT quality?
• Shall we differentiate between content types when we are evaluating MT quality?
• If we were to establish evaluation best practices, what would those be? How can we as an
industry standardize on MT evaluation?
• What quality estimation and engine improvement methodologies can have positive impact on
translators' experience with MT?