7 ms·
Basque and Georgian – are they related? (2015)
- tacomonstrous 10y agoDoes anyone here know if recent advances in ML are relevant at all to this kind of linguistic study? Are there attempts being made to adapt them? I would imagine there's enough of a literary corpus in Basque to compare it with various other existing languages, and maybe (based on no evidence at all, admittedly, though the recent developments with AlphaGo seem encouraging, albeit in a different direction) human researchers have missed some patterns that would reveal themselves to a well-trained neural network.
- upquark 10y agoIt's just that the answer to the question posed in the headline is a definite 'no'. This type of silly inquiry into "is Azeri related to Sumerian", "is Georgian related to Chinese" etc. is very common in that part of the world, and is largely pseudo-scientific at its core. 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.
- tacomonstrous 10y ago>It's just that the answer to the question posed in the headline is a definite 'no'. This type of silly inquiry into "is Azeri related to Sumerian", "is Georgian related to Chinese" etc. is very common in that part of the world, and is largely pseudo-scientific at its core. 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.
- ar-jan 10y agoI haven't heard of neural network approaches, but people are using and working on improving automated comparisons to detect relationships. A recent article discusses its application to word lists: The Potential of Automatic Word Comparison for Historical Linguistics http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0170046 http://journals.plos.org/plosone/article?id=10.1371/journal....
- tacomonstrous 10y agoThanks for the link! It's refreshing that the PDF wasn't behind a paywall.
- ar-jan 10y agoIndeed! Linguistics is doing pretty well in increasing open-access (e.g. with journals like http://www.glossa-journal.org http://www.glossa-journal.org and publishers like http://langsci-press.org/catalog http://langsci-press.org/catalog), as well as open data (e.g. http://clld.org/datasets.html http://clld.org/datasets.html).
- aspenmayer 10y agoI admittedly understand very little about ML and how Google is using it in Translate, but this seems relevant. 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-translation-with-googles.html https://research.googleblog.com/2016/11/zero-shot-translatio... The related research paper: https://arxiv.org/abs/1611.04558 https://arxiv.org/abs/1611.04558
- zekevermillion 10y agoWhat about their music? I wonder if any common history, as Goergian music is quite unique. https://stallman.org/RMSGeorgianMusicWUOG.ogg https://stallman.org/RMSGeorgianMusicWUOG.ogg
- wrinkl3 10y agoAs a Georgian (from the country of Georgia) I was really surprised to find out that Stallman is into our folk stuff. He seems a bit too uh, cerebral for it. I believe he even visited our country around 2010 just to research the music.
- zekevermillion 10y agoYeah, I was also really surprised. My comment was somewhat off-topic in this thread, but I couldn't resist the excuse to put the link out on HN and see if anyone else thought it was amazing.
- temp 10y ago>Typological similarities certainly exist between Basque and Georgian. 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.
- ar-jan 10y agoIt's true that cognates in basic vocabulary are very important. But the beauty of the comparative method is that you don't need the know earlier forms in order to infer cognacy (although they can provide further evidence).
- saosebastiao 10y agoIIRC, basque has a lot of grammatical parallels with both Hungarian and Finnish, both of which also have no nearby related languages, and both of which are nearly impossible to learn proficiently as a second language. I'd love to read more about these languages' histories. Are there any introductory reads on the subject?
- kmicklas 10y ago> both of which are nearly impossible to learn proficiently as a second language. Citation needed.
- saosebastiao 10y agohttp://lmgtfy.com/?q=most+difficult+languages+to+learn http://lmgtfy.com/?q=most+difficult+languages+to+learn
- joking 10y agoNor nori Nork https://nereagaite.files.wordpress.com/2011/11/nor_nori_nork_full_table.png?w=535&h=758 https://nereagaite.files.wordpress.com/2011/11/nor_nori_nork...
- indubitably 10y agoWhat's impossible about that? Many languages have complicated inflection patterns like that.
- zhengyi13 10y agoI'm not certain this is a "whoosh", but.. they are "joking".
- scentoni 10y agoHungarian, Finnish, and Estonian are Finno-Ugric languages, part of the Uralic language family. https://en.wikipedia.org/wiki/Finno-Ugric_languages https://en.wikipedia.org/wiki/Finno-Ugric_languages https://en.wikipedia.org/wiki/Uralic_languages https://en.wikipedia.org/wiki/Uralic_languages
- bbctol 10y agoMy favorite (even more insane) extrapolation of this is the Dene-Caucasian language family, which proposes a common origin for Basque, Caucasian languages, Yeniseian languages, Chinese, Sumerian, and Navajo! https://en.wikipedia.org/wiki/Den%C3%A9%E2%80%93Caucasian_languages https://en.wikipedia.org/wiki/Den%C3%A9%E2%80%93Caucasian_la...
- Scriptor 10y agoDene-Yeniseian is a bit smaller but much more widely accepted proposed family. Pretty neat to see evidence of a link going back to the ice age. https://en.wikipedia.org/wiki/Den%C3%A9%E2%80%93Yeniseian_languages https://en.wikipedia.org/wiki/Den%C3%A9%E2%80%93Yeniseian_la...
- TorKlingberg 10y agoHere is an old, but good, article explaining how often words in different languages sound similar just by chance: http://www.zompist.com/chance.htm http://www.zompist.com/chance.htm
- amelius 10y ago> This looks a lot like a normal distribution, and in fact it is one, if np and n(1-p) are both over 5. How can it be a normal distribution when the values on the "x"-axis cannot be negative?
- alderz 10y agoBecause it is a mathematical model, and a reasonable one. When you have p( 211 to 220 ) = .0002 as in the article you don't need to consider negative values. The power of mathematical models comes from their ability to abstract these details.