Basque and Georgian – are they related? (2015)
blogs.bl.uk
blogs.bl.uk
Typological similarities are not considered to be all too important for establishing a genetic relationship between languages. What's much more relevant are word cognates among the most basic words (because there's less of a tendency for languages to borrow those). And those have to be made with phonological changes in mind, meaning you can't just compare today's words but rather their forms at an earlier point in time.
As for ML methods, I know for a fact that modern Bayesian inference techniques have been successfully applied in comparative linguistics and proto-language reconstruction.
I should have made this clearer, but the 'question' I had in mind was not whether Basque is related to Georgian, but the more general one of whether it's related to anything at all.
In “Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation”, we address this challenge by extending our previous GNMT system, allowing for a single system to translate between multiple languages. Our proposed architecture requires no change in the base GNMT system, but instead uses an additional “token” at the beginning of the input sentence to specify the required target language to translate to. In addition to improving translation quality, our method also enables “Zero-Shot Translation” — translation between language pairs never seen explicitly by the system.
https://research.googleblog.com/2016/11/zero-shot-translatio...
The related research paper:
How can it be a normal distribution when the values on the "x"-axis cannot be negative?
https://en.wikipedia.org/wiki/Den%C3%A9%E2%80%93Caucasian_la...
https://en.wikipedia.org/wiki/Den%C3%A9%E2%80%93Yeniseian_la...
Citation needed.
The remaining connections of Korean still fascinated me when I first heard about it: https://en.wikipedia.org/wiki/Altaic_languages
> Various versions included the Turkic, Mongolic, Tungusic and sometimes the Korean and Japonic languages.
I was surprised of a kind of "UEH-ll" sound that you can hear in both modern turkish (their goodbye) and Korean language (don't have an example) and wondered if they had some kind of connection. Apparently they do!
Note that Uralic-Altaic and the like have been the fruit of an Anatolian Turkish nationalism and tend to speculate for nobilising the language.
Oh my yes.