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Re:Show HN: Unbabel API – Human Corrected Machine Translation by etrain on Thursday January 30, 2014 @03:00PM (#7152984)
This type of crowdsourcing meets ML is a really nice example of where we can leverage humans and machines to the best of their current abilities.

It would be great if the feedback from the human workers could get reintegrated into the translation models in an online fashion so that they get better over time. I realize they're probably outsourcing their machine translation, but that would be a terrific fully integrated pipeline.

Re:Show HN: Unbabel API – Human Corrected Machine Translation by bederoso on Thursday January 30, 2014 @04:32PM (#7153489)
Duolingo has an also cool approach, where they offer free language courses for students, and charge companies that want certain documents translated.

The students themselves translate those documents as part of the course, and once a consensus is reached (a given amount of students came up with the same translation) the document is returned to the submitter, who pays for its translation.

http://www.duolingo.com/info

Almost like how recaptcha works :-)

Re:Show HN: Unbabel API – Human Corrected Machine Translation by vasco_ on Thursday January 30, 2014 @06:18PM (#7154066)
Both recaptcha and duolingo were started by the brilliant Louis Von Ahn. I am a big fan of his work. He was the inspiration for my first startup, while at CMU.
Re:Show HN: Unbabel API – Human Corrected Machine Translation by gracaninja on Thursday January 30, 2014 @03:09PM (#7153032)
I am Unbabel's CTO. Thanks for your comment. Our goal is exactly to use that feedback to improve our MT systems. We are currently outsourcing our MT, while training our own models (using Moses). Besides generating parallel text, the types of data we will be collecting (e.g. chain of editions performed by each editor on a task), will allow new and interesting algorithms to update the translation models.
Re:Show HN: Unbabel API – Human Corrected Machine Translation by sushirain on Thursday January 30, 2014 @04:34PM (#7153497)
I remember reading your NLP papers back in my academic days. Great work. One typo: in the https://www.unbabel.com/pricing/ page "from Portuguese to Portuguese can take some time".
Re:Show HN: Unbabel API – Human Corrected Machine Translation by Noxchi on Thursday January 30, 2014 @04:38PM (#7153509)
And Italian to Portuguese should be not available.
Re:Show HN: Unbabel API – Human Corrected Machine Translation by vasco_ on Thursday January 30, 2014 @06:16PM (#7154060)
Why should it not be available?
Re:Show HN: Unbabel API – Human Corrected Machine Translation by byoung2 on Thursday January 30, 2014 @06:28PM (#7154121)
There is currently a gray dot, which for the other languages is used to indicate that the source and destination language is the same. For Italian to Portuguese this is not the case. It should have one of the other colored icons.
Re:Show HN: Unbabel API – Human Corrected Machine Translation by vasco_ on Thursday January 30, 2014 @07:04PM (#7154304)
Ah, thanks, sorry, bug on our part, being corrected right now, thank you for pointing it out.
Re:Show HN: Unbabel API – Human Corrected Machine Translation by mtrimpe on Friday January 31, 2014 @05:47AM (#7156130)
Do you offer support for time-coded transcriptions (i.e. video subtitles) as well?

We would love a good provider to enrich video with translations (for when we find a good one that offers machine transcription.)

Re:Show HN: Unbabel API – Human Corrected Machine Translation by gracaninja on Friday January 31, 2014 @07:09PM (#7160133)
Hello,

Not yet, but could you send us an example?

Re:Show HN: Unbabel API – Human Corrected Machine Translation by mtrimpe on Monday February 03, 2014 @07:57AM (#7170366)
We haven't found a good provider yet to do this properly for our use case, but SpeakerText, Koemei and VoiceBase are examples of companies that offer these functionalities.

Unfortunately SpeakerText doesn't offer non-post-processed prices, Koemei integrated it into their own product and VoiceBase didn't offer post-processing on request, which we would need for integration into our product.

Which format will become mainstream probably depends on HTML5 adoption, which is detailed here http://www.3playmedia.com/how-it-works/how-to-guides/html5-v... Currently WebVTT seems to be in the lead.

Those formats don't accommodate for timestamps per spoken word though, which would be possible with machine transcription and which I would pay a premium for.

Re:Show HN: Unbabel API – Human Corrected Machine Translation by moolriaz on Thursday January 30, 2014 @09:02PM (#7154791)
Awesome. I'm learning about Moses at the moment (MT course at Edinburgh), see you worked with Ben Taskar also, RIP. Exciting idea here!
Re:Show HN: Unbabel API – Human Corrected Machine Translation by donw on Thursday January 30, 2014 @11:16PM (#7155206)
Maybe this is intentional, but from your homepage, I have no idea what languages you handle.
Re:Show HN: Unbabel API – Human Corrected Machine Translation by vasco_ on Thursday January 30, 2014 @11:40PM (#7155279)
Good point, we are in the process of updating our homepage. Things have been moving so fast it is hard to keep up. In any case we currently offer translations in English, Portuguese, Spanish, Italian, French and Turkish. More languages to come soon.