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> They pretend their system actually solves machine translation, for real, like AlphaZero solved Go. The post you linked to makes no such claim. The strongest
by mseebach 9y ago
> They pretend their system actually solves machine translation, for real, like AlphaZero solved Go.
The post you linked to makes no such claim. The strongest claim to, well, anything, is that it produces "reasonable" translations between language pairs it has never seen.
- YeGoblynQueenne 9y agoI mean this bit: This inspired us to ask the following question: Can we translate between a language pair which the system has never seen before? An example of this would be translations between Korean and Japanese where Korean⇄Japanese examples were not shown to the system. Impressively, the answer is yes — it can generate reasonable Korean⇄Japanese translations, even though it has never been taught to do so. We call this “zero-shot” translation, shown by the yellow dotted lines in the animation. To the best of our knowledge, this is the first time this type of transfer learning has worked in Machine Translation. Because what they claim to do is really out there- it is something that not even humans can do. If they could actually do it then they would have solved machine translation for real. And they haven't - like I say above, they seem to have misinterpreted a model of English-to-many (other languages) as an interlingua. And it's not even a very good model of English-to-many. So the difference between hype and reality is astronomic and I feel very well justified to say what I say.