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I haven't looked at this work, but I found the write up of this work pretty misleading: https://www.microsoft.com/en-us/research/blog/microsoft-rese...

The issue with that evaluation was that machines were much better at not making some trivial mistakes humans don't care about (eg transcribing umm, err, etc), but were more likely to get the meaning wrong. Kudos to MS for doing the error analysis and publishing that info, but I found the reporting of it misleading.




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