[HN Gopher] What's the most efficient language?
       ___________________________________________________________________
        
       What's the most efficient language?
        
       Author : yakkomajuri
       Score  : 48 points
       Date   : 2022-01-23 11:44 UTC (11 hours ago)
        
 (HTM) web link (yakkomajuri.github.io)
 (TXT) w3m dump (yakkomajuri.github.io)
        
       | sharikous wrote:
       | I guessed Hebrew would be between the densest ones.
       | 
       | In my experience using ktiv haser would make Hebrw win hands
       | down. It's impressive to see how bigger is the English
       | translation than the original text in translated Bible books.
        
       | agumonkey wrote:
       | Efficiency comes from mastery.
        
       | charlieyu1 wrote:
       | Glad to see Cantonese tops the chart. Maybe not that surprising
       | afterall
        
       | rahimiali wrote:
       | A lot of valid criticism here about the measure of complexity,
       | but considering the author's initial motivation, I think the
       | approach makes sense: "The magazine had a little travel article,
       | and it was written in English on one page and Thai on the other.
       | The Thai version was so much shorter that I started to wonder if
       | it was more efficient."
       | 
       | If the goal is to identify which language would have produced the
       | most subjectively visual "short article" per the description
       | above, the approach sounds ok. For example, concerns with serifs,
       | variations in character sizes, the information content of
       | characters, etc become moot because they contribute to visual
       | clutter and typography, which the author would want to count
       | against the language.
        
         | robocat wrote:
         | > The Thai version was so much shorter
         | 
         | I don't think that Thai compresses much. Here is the above
         | comment I replied to, Google translated into Thai (will be
         | totally incorrect but a reasonably guess to length? I would
         | guess English with spaces removed would be similar length?)
         | 
         | kaarwiphaakswicchaarnthiithuukt`ngmaakmaaythiiniiekiiywkabkaarw
         | adkhwaamchabch`n aetemuue`phicchaarnaathuengaerngcchuungaiccher
         | imtnkh`ngphuuekhiiynchankhidwaawithiikaarniismehtusmphl: "nitys
         | aarmiibthkhwaamkaaredinthaangelkn`yaelaekhiiynepnphaasaa`angkRs
         | ainhnaahnuengaelaphaasaaaithyain`iikhnaahnueng ew`rchanphaasaaa
         | ithysankwaamaakcchnerimsngsaywaamanmiiprasiththiphaaphmaakkwaah
         | ruue`aim"
         | 
         | haakepaahmaaykhuue`kaarrabuwaaphaasaaaidthiicchaphlit
         | "bthkhwaamsan" thiim`ngehnaid`atnaymaakthiisudtaamkhMaa`thibaay
         | khaangtnwithiikaarfangduuo`ekh
         | taw`yaangechnkhwaamkangwlekiiywkab serifs kaarepliiynaeplngkh`n
         | gkhnaadtawlakhrenuue`haakh`muulkh`ngtawlakhr ~l~ klaayepn moot 
         | ephraaaphwkekhaanMaaaipsuukhwaamyungehyingthaangsaaytaaaelakaar
         | phimphchuengphuuekhiiynt`ngkaarnabkabphaasaa
        
       | dig1 wrote:
       | I don't think the analysis is good here. If we want the most
       | efficient _writing_ language (written representation of some
       | information), that could be emoji. You can 't beat this: I  .
       | Three characters and can be translated (by reader) to almost any
       | language without knowing target language letters and grammar.
       | 
       | [edit]: looks like HN doesn't allow U+2615 (hot beverage)
       | character.
        
         | pessimizer wrote:
         | Emojis are pretty complicated to either draw or type. While
         | drawing a heart is imo easier than writing the word love,
         | typing it isn't.
        
         | Zababa wrote:
         | > Three characters and can be translated (by reader) to almost
         | any language without knowing target language letters and
         | grammar.
         | 
         | You have to understand what a heart symbol is, and know that
         | "I" is an english pronoun and how it's used. According to
         | google translate, "I love" in Chinese is Wo Ai . That's only
         | two characters. Emoji is very limited in what it can express,
         | and unusable if you want to write with anything else than a
         | keyboard.
        
         | ncpa-cpl wrote:
         | > You can't beat this: I  .
         | 
         | It even works with very young kids.
         | 
         | I've "chatted" with my god daughter in WhatsApp using emojis
         | way before she learnt how to read and write!
        
       | wcoenen wrote:
       | I think font selection is important to make it a fair comparison.
       | 
       | For each language, the minimal resolution "pixel font" that still
       | works should be used. (E.g. Chinese hanzi are going to require
       | more resolution than the latin alphabet.) The fonts used in
       | Minecraft might be a good start.
       | 
       | However, once you do that, it probably doesn't make sense to only
       | count the "on" pixels. Because in a minimal font, "off" pixels
       | will probably contribute as much information as "on" pixels. So
       | you should just count the total number of pixels required to
       | render the piece of text.
        
         | timbit42 wrote:
         | 1x8 pixel font: https://dotsies.org/
        
       | jl6 wrote:
       | I find there's another dimension to communication efficiency
       | which is nothing to do with cramming information into bits, but
       | rather is about working with a close-knit group.
       | 
       | What does it mean to be a close-knit group? When you spend a lot
       | of time working, training or living together, you tune into each
       | other's frequency. You know what they are doing and how they are
       | doing it. You each build a mental model of the others. You can
       | focus contact time on the out-of-model communication that really
       | matters. You can start to make accurate assumptions about what
       | they are thinking. (This is infinite communication efficiency:
       | information transmitted via zero bits!).
       | 
       | It's like a kind of compression where your experiences together
       | build a pre-shared dictionary - which of course is exactly what a
       | written language is; this is a further optimization through
       | customization.
       | 
       | I've seen this kind of "co-experience-bond" communication happen
       | in small teams in the workplace, and I've heard third-hand about
       | it emerging in military squads.
       | 
       | And of course my wife and I can communicate across a room with a
       | look and an eyebrow.
        
       | SeanLuke wrote:
       | > This was a surprising one to me. Simplified Chinese was
       | expectedly more efficient than Traditional Chinese, but both were
       | beaten out by Cantonese (which also uses traditional characters).
       | 
       | Let's put aside the fact that this guy just equated "Chinese"
       | with "Mandarin". This claim he's making suggests his entire
       | measurement mechanism is broken.
       | 
       | Simplified Chinese is more "efficient" in terms of Traditional
       | Chinese only in that it requires fewer strokes to draw each
       | character. But the author spent quite some time harping on
       | _information_. Given that Simplified and Traditional chinese have
       | (for purposes of discussion here) identical characters, just
       | represented differently, from an information standpoint they are
       | exactly the same. Information means something, and it is not
       | number of pixels.
       | 
       | I know this is outside the topic of the article, but it's worth
       | mentioning that many Chinese scholars think Simplified Chinese
       | has been a disaster. Traditional Chinese characters have strong
       | visual relationships to one another depending on how they both
       | sound, or whether they have similar meanings, or whether they
       | were linguistically derived from the same historical source. This
       | assists in memorizing them: a chinese person might come across
       | some character she doesn't know but looks like a set of other
       | characters, and can make a good guess as to what it actually is
       | based on its relationship to them and its context in the
       | sentence. The designers of Simplified Chinese broke a very large
       | number of these rules: similarity didn't matter any more, just
       | reduction in stroke count. As a result, Simplified Chinese is
       | much harder to learn.
        
         | yakkomajuri wrote:
         | Hey, appreciate the comment.
         | 
         | The article is not about Chinese so I can't cover every bit of
         | nuance associated with the language group. I have studied it
         | for a bit, so I'm not completely lost in this space.
         | 
         | But putting aside the discussion of Simplified Chinese being
         | better or not, the Limitations section does say:
         | 
         | "Maybe the fact that Chinese characters were originally
         | representative drawings helps association in the brain despite
         | the extra strokes?"
        
         | thaumasiotes wrote:
         | > Given that Simplified and Traditional chinese have (for
         | purposes of discussion here) identical characters, just
         | represented differently, from an information standpoint they
         | are exactly the same.
         | 
         | This is not quite true; sometimes separate traditional
         | characters have the same simplified form. For example,
         | traditional Hou  ("behind") and Hou  ("empress") share the
         | simplified form Hou .
        
         | Jansen312 wrote:
         | Imagine you are limited to only pen and paper and need to
         | communicate with another using written Chinese. Then even
         | though what you convey will be exactly same meaning and
         | characters count, simplified will consumed less effort (less
         | ink and paper as well) to deliver equivalent same message in
         | Chinese Traditional. From language studies perspective they
         | view a token as basic unit of information, but in engineering
         | and practicality, OP ideas of pixel measurement would be
         | better. You can't transmit information to humans using "token"
         | but displayed form via pixels. As for Simplified Chinese is
         | much harder to learn, let just say Mao had proven you wrong
         | with vast majority Chinese (outside of China) learning
         | Simplified form much faster and less effort than Traditional
         | form. Even Taiwanese using simplified form to describe the name
         | "tai" in Taiwan.
        
           | SeanLuke wrote:
           | I'm sorry, but information means something, and it does not
           | equate to number of strokes. A character can have millions of
           | strokes and still convey the same information as a character
           | with a single stroke.
           | 
           | There are other measures of "efficiency" of course. If the
           | author wanted to argue for how long it took to write a
           | sentence, then sure, Simplified is definitely more
           | "efficient" than Traditional in this context. On the other
           | hand, it's pretty odd to be defining languages in terms of
           | _written_ form rather than their _spoken_ form. (And I 'm not
           | sure why Cantonese would be more efficient than Simplified
           | Mandarin as Cantonese is normally written using traditional
           | glyphs.)
           | 
           | Anyway, the author inserted information into this discussion.
           | And if efficiency is in terms of information, then this pixel
           | argument doesn't hold water.
           | 
           | As to the difficulty of simplified chinese: this is a well
           | studied topic with a lot of scholarly analysis. I am pretty
           | sure the literature as a whole strongly disagrees with your
           | claim.
        
             | bllguo wrote:
             | uh, what? once we're talking about simplified vs.
             | traditional it should already be clear that the discussion
             | is about the languages in terms of written form? in fact
             | the entire article makes clear that it is about written
             | language.
             | 
             | Not using "information" in a scientifically proper way is a
             | fine criticism, I just don't understand why you seem to
             | think the author did not define "efficiency" when it is one
             | of the first points made..
             | 
             | re: simplified chinese, i guess im bad at searching? care
             | to provide a review paper?
        
       | divingdragon wrote:
       | > This was a surprising one to me. Simplified Chinese was
       | expectedly more efficient than Traditional Chinese, but both were
       | beaten out by Cantonese (which also uses traditional characters).
       | 
       | My first reaction to this is: "What? Cantonese?" I just _knew_
       | something is wrong.
       | 
       | So I checked the data and immediately see the issue.
       | `yue_Hant_HK` ("Cantonese"), `zh_Hant_HK` (Chinese, Hong Kong)
       | and `zh_Hant_MO` (Chinese, Macau) all uses the same text, while
       | `zh_Hant` (Traditional Chinese) and `zh_Hant_TW` (Chinese,
       | Taiwan) uses a different text.
       | 
       | As it turns out, there is no Cantonese, just plain written
       | Chinese (Shu Mian Yu , written language as we would call it).
       | Both Hong Kong and Taiwan use the Traditional Chinese script, but
       | the two don't exactly use the same vocabularies due to regional
       | differences. For example, the term "privacy" is "Si Yin " in Hong
       | Kong, but "Yin Si " in Taiwan. This is why there exists two
       | versions of Traditional Chinese translations of the same text.
       | Since they are likely done by different people (assuming they are
       | not machine translations) they have different translation styles,
       | which contributes to the difference in length of the two
       | paragraphs.
       | 
       | (Also, Cantonese _can_ be written in Simplified Chinese, but that
       | 's all I will say regarding this topic.)
        
         | princeb wrote:
         | the writing of cantonese is a complicated affair.
         | 
         | the only analogy i can cook up is that - imagine if formally,
         | everyone wrote English in German, but when you speak you speak
         | English, and when you read English you'd see German words and
         | sentence structures but you will preprocess it into English
         | before understanding it. and with different levels of
         | formality, would You with underschiedenly Germandegrees speak
         | English. but in no case would you speak German.
        
       | elefantastisch wrote:
       | For anyone wanting to undertake analysis like this, a fairly
       | common choice of text for comparing languages is the UN Universal
       | Declaration of Human Rights. It is translated into a staggering
       | number of languages.
       | 
       | See https://www.ohchr.org/en/udhr/pages/introduction.aspx
        
         | Kankuro wrote:
         | About 10 years ago, I used the translations of KDE texts to
         | estimate how much space texts in a given language could take
         | when translated into another language (we had an internal web
         | page editor that only allowed putting texts and widgets at
         | fixed x-y coordinates, so allocating extra-space for
         | translation was a sad work-around). http://fabsk.eu/i18n/#en;fr
        
       | skydhash wrote:
       | Haitian Creole speaker here. We're in a weird spot. Where the
       | majority of the vocabulary come from French, the grammar from
       | west African languages, and heavy influence from Spanish and
       | English. Due to the majority of the population not able to write
       | , the language is easy to learn and speak. But the writing is not
       | as precise as French or English, making it a bit tedious when
       | explaining things. Verbs only have one form, with marker words to
       | indicate mode and tense. Numerous words have multiple definitions
       | or are very vague, so meaning is usually conveyed across by using
       | comparisons and analogy. Easy to do when talking and adding a
       | storyteller like to a conversation, but tedious when writing. The
       | redeeming quality is that the grammar is simple and the
       | orthography more so.
       | 
       | https://en.wikipedia.org/wiki/Haitian_Creole
        
       | samatman wrote:
       | The method is of course bizarrely disconnected from the goal, but
       | the author does specifically say he doesn't care, when someone
       | kindly pointed that out.
       | 
       | One is left musing about the overarching purpose of such a
       | document, given that.
       | 
       | If one were continue down this road, instead of wisely and
       | immediately turning tail and heading towards semioticians and
       | other people who know what they're talking about: try compressing
       | each font glyph instead. the big ones? have a lot of 'stuff' in
       | them.
       | 
       | This isn't uh. Robust, you feel me, against things like yeah.
       | Serifs. For example but, it ain't nothing.
       | 
       | Counting the black, on the other hand, I must concur this matters
       | more to the person in the department who orders toner, than to
       | the information theoretician of graphology.
        
       | domenicrosati wrote:
       | For folks who are interested. This is actually an already well
       | studied topic! It is called "language complexity". The consensus
       | is that in aggregate (all language artifacts like writing,
       | conjugation, syntax) no language is more complex than any other
       | since complexity on one dimension (say chinese writing for
       | Mandarin) is compensated in another (Mandarin morphology or
       | conjugation).
       | 
       | This is called the compensation hypothesis at least in phonology
       | (how we speak a language)
       | 
       | Pixels per character is certainly an interesting dimension of
       | complexity and I would encourage the author to try to get this
       | ready for publication at SIGMORPHON or something like that!
       | 
       | See
       | https://oxford.universitypressscholarship.com//mobile/view/1...
       | for more on complexity
        
         | yakkomajuri wrote:
         | I've taken note to read up more on language complexity - had
         | come across it before but didn't dig too deep!
        
         | setr wrote:
         | > The consensus is that in aggregate (all language artifacts
         | like writing, conjugation, syntax) no language is more complex
         | than any other since complexity on one dimension (say chinese
         | writing for Mandarin) is compensated in another (Mandarin
         | morphology or conjugation).
         | 
         | This doesn't sound right; it's easy to imagine a terribly
         | inefficient language (replace every letter/phoneme in English
         | with thousands), and probably easy to make a language that's
         | worse in every aspect to an existing one
         | 
         | Which means you should be able to go the other way, and
         | identify a language more efficient in every aspect than an
         | existing one, unless they've all hit maximum optimality within
         | their constraints.
         | 
         | But that's unlikely, because language is burdened by the
         | constraint of history, which tends to lock inefficiencies in
         | place in favor of "minimum disturbance" when introducing
         | change. And since we don't care about that constraint when
         | judging language efficiency, it should unlock some
         | optimizations not yet applied.
        
           | guerrilla wrote:
           | > This doesn't sound right; it's easy to imagine a terribly
           | inefficient language (replace every letter/phoneme in English
           | with thousands), and probably easy to make a language that's
           | worse in every aspect to an existing one
           | 
           | Maybe GP was referring to actual languages, which are
           | optimized by use, rather than possible languages.
        
             | setr wrote:
             | Sure, but if they can be effectively compared in _theory_
             | they should also be comparable in reality.
             | 
             | And given that languages were developed over different
             | histories and constraints (and lengths of time), it seems
             | to me that a "terrible" real-world language is likely
             | available and identifiable. And though perhaps difficult to
             | compare, then there should be a "best" language, or at
             | least, "top-N" class of languages, that are clearly
             | superior to their peers.
             | 
             | It's highly unlikely that all languages are comparably
             | well-optimized.
        
               | glial wrote:
               | If you can show this, you could get a publication out of
               | it. Until then, you might find that reading the existing
               | literature referenced by the commenter above is helpful.
        
               | blowski wrote:
               | What's the best animal? Sport? Operating system? In every
               | case, it begs the question "best at what?". Same here.
        
           | ravi-delia wrote:
           | I see what you're saying but in real life pretty much all
           | languages are right on the efficient frontier. Just for
           | instance, it turns out that in bits/second every language is
           | in about the same range, with less dense languages spoken
           | faster. It's not obvious a priori but the evidence bears it
           | out. There are presumably small differences but they're
           | pretty much washed out by noise.
        
         | thaumasiotes wrote:
         | > The consensus is that in aggregate (all language artifacts
         | like writing, conjugation, syntax) no language is more complex
         | than any other since complexity on one dimension (say chinese
         | writing for Mandarin) is compensated in another (Mandarin
         | morphology or conjugation).
         | 
         | That is broadly the consensus, with a couple of exceptions:
         | 
         | - Writing is not part of the language and doesn't factor into
         | complexity anywhere. Chinese writing is much more complex than
         | the writing system of most other languages, but that's just not
         | relevant to the spoken language.
         | 
         | - Some languages are believed to be generally simpler than
         | average due to having gone through a phase involving a large
         | number of adults learning the language. Mandarin is one of
         | those languages, as is English.
        
       | k__ wrote:
       | _" Spanish from Spain ranking at 14 and Latin American Spanish
       | landing at 32"_
       | 
       | Interesting result.
       | 
       | I tries to learn Spanish a few years ago, and read that south
       | american Spanish speakers were unhappy, that people from Spain
       | would say their Spanish is the true and better one, and that
       | Spain decide what is Spanish and what isn't.
       | 
       | If that experiment holds true, their decisions at least led to a
       | more efficient Spanish, haha.
        
         | leephillips wrote:
         | The article continues: "The vast majority of differences are
         | purely arbitrary word selections, though."
         | 
         | He's not measuring a property of languages, but of particular
         | translations of the privacy policy.
         | 
         | By the way, sometimes North Americans encounter attitudes that
         | UK English is in some way more authentic or better than their
         | variety. That's silly, too, and ahistorical. The difference
         | with Spanish is that, like the French, they have an Academy
         | that hands down official language judgments, and these are
         | taken seriously by publishers, etc. The Academy is based in
         | Spain, so they have a way to sort-of enforce their linguistic
         | dominance. English is more anarchic.
        
           | DFHippie wrote:
           | It's not just the absence of an a academy resisting
           | linguistic change, it's that the people who brought English
           | to North America _were English_ , so the dialects that have
           | evolved in North America have been evolving from Old English
           | just as long as the dialects in England. And moreover,
           | languages don't change at a uniform rate. Until recently the
           | center of linguistic change in the anglosphere was London, so
           | British English, and particularly London English, was _more_
           | innovative than North American dialects. I expect things have
           | gotten more complicated since there are populous power
           | centers outside of London now.
        
       | chakkepolja wrote:
       | Also interesting is how the phonetics of some languages &
       | dialects can result in faster talking.
       | 
       | I heard that Tamil having much less number of consonants, and
       | lacking the ones that need more stress (I forgot the term for
       | this) makes it much faster to speak. Although Malayalam sounds
       | faster to me, probably due to accent it is spoken.
        
       | monsieurgaufre wrote:
       | > Out of all the French dialects included in the dataset,
       | Canadian was the only one with different wording. I'd be curious
       | to hear from someone who speaks French about whether the Canadian
       | version has words that are actually not used elsewhere or if it's
       | just a matter of choice of words.
       | 
       | As a CA_FR speaker, I think it's a bit from column A and a bit
       | from column B. Tho, regional differences exists everywhere so I
       | can't be absolutely certain. Proximity to EN_US and EN_UK
       | probably affected CA_FR differently. Levels of language also
       | affects the variety/frequency of anglicisms.
        
       | zharknado wrote:
       | This is sort of like saying "which metabolic process is most
       | efficient?" across organisms. If you're sufficiently reductive
       | you can answer it, but only by stripping the emergent phenomenon
       | out of the evolutionary context in which it emerged, i.e. by
       | choosing an arbitrary definition of "efficiency".
       | 
       | If you ask instead which process or language is "most fit" for
       | its context, the answer is probably "they're all pretty fit,
       | except the ones we tried to design in a lab." Seems like it ends
       | up being more interesting to ask why they ended up being
       | different and how it made them more fit.
        
       | dvh wrote:
       | Slovak language have few single-letter words:
       | 
       | a - and
       | 
       | i - and also (archaic)
       | 
       | k - to, towards
       | 
       | o - about, at
       | 
       | s - with
       | 
       | u - near, next to
       | 
       | v - in, inside
       | 
       | z - from
        
         | beebeepka wrote:
         | With the exception of "z - from", all of these are true in
         | Bulgarian. It's just that we use "ot" which means "from".
         | 
         | I think I am going to like central Europe.
        
           | dvh wrote:
           | "od" also means "from" but that's 2 characters.
        
         | forinti wrote:
         | I started learning Russian when the pandemic started, and I
         | found it to be more concise than the other languages I'm
         | familiar with.
         | 
         | Many phrases omit the verb, the case system precludes the need
         | for connecting words, and also many little words are two or
         | more words in other languages (tuda - to there, siuda - to
         | here, etc).
        
           | snidane wrote:
           | Slavic languages are quite simple to pick up because their
           | writing and reading systems are almost the same. You can
           | predict the sounds by the consistent rules of prununciation.
           | Especially with the slavic languages which underwent
           | modernization amd simplification late middle ages when
           | adopting the latin script.
           | 
           | If they got rid of the complex morphology ala English, they
           | could become the ultimate efficient languages.
           | 
           | https://en.m.wikipedia.org/wiki/Orthographic_depth
        
           | sam_lowry_ wrote:
           | Congratulations, you just made the distinction between
           | synthetic and analytical languages.
        
             | fourtrees wrote:
             | This is more to the general readership.
             | 
             | Well, no, he's discovered the difference between non-
             | logographic orthographies that map spoken sound to
             | graphemes at a close to one-to-one ratio (like Spanish or
             | German where 'a' usually mean /a/ and those that don't,
             | like English or Irish, assign one graph to a multitude of
             | speech sounds. This is old news to most of you, but
             | consider 'g' or 'sh' (which represents one phoneme). but
             | 'g' can be alternately represent the sounds in Geronimo,
             | good, through, gnat, tongue, and probably others I'm
             | forgetting (ng). Plenty of other graphemes follow suit.
             | 
             | Analytical and synthethic languages alter meaning through
             | predominantly differeent morphosyntactic mechanisms (and
             | then meaning and pronunciation follow) Analytic languages
             | are like Sanskrit or Turkish. Many changes in meaning come
             | from altering the word by a suffix or the like or by
             | phonemic alterations like vowel harmony (we still have a
             | little of both in English perhaps) Analytic languages like
             | Chinese, English, or French rely on (1) altering the word
             | order to accomplish mostly the same thing. Again, it's a
             | spectrum, and English has its fair share of analytic
             | features. Synthetic languages might be a bit easier to
             | learn, but any argument for the superiority of a single
             | synthethetic language has to account for a plethora of
             | typological features, like pitch, morphosyntactic
             | alignment, pronunciation, pragmatics, elisions, clitics,
             | particles, and so forth, that must be learnt. Any argument
             | for the superiority of them as a whole runs into trouble at
             | least at the point where languages seems to alternate
             | between the two extremes.
             | 
             | To go off topic b/c its sunday and im bored: there is no
             | strong deductive proof among linguists that words exist
             | universally. I mean that many languages, especially the
             | lesser-contacted ones, and especially those in North
             | American, whose languages feature one l o n g word or two
             | that convey the same meaning as ten in English. To a
             | speaker of Mohawk the category 'word' has to have little
             | use. As does syntax (but not morphology! This leads me to
             | wonder how much the word is a written convention or limited
             | geographically. We once assumed that there were at most
             | three genders. Since then we've discovered languages with
             | >7 and 0 genders (noun classes). Likewise, other languages
             | have different parts of speech. Korean features a prominent
             | topic-marker and a class of adjectives that occupy the the
             | verb's position in the sentence and function like a
             | predicate. They need that those words to make sense of
             | communication; English speakers really don't. Is perhaps
             | the word also a concept that some groups have need of and
             | others do not.
             | 
             | On to the main topic, and particularly addressing the OP.
             | Be careful not to confuse language with the script(s)
             | they're written in. The to do not correlate beyond giving
             | the an archeologist the ability to tell a logographic
             | language from an alphabet. You project is cool when looking
             | at various scripts from around the world. Secondly, be
             | careful to claim, even in passing that rapidity/efficiency
             | is superior. The Japanese nobility used to take eight
             | seconds before beginning or continuing a conversation to
             | allow for contemplation. The Ents had a similar convetion.
             | There are benefits to the slow and inefficient. Clarity in
             | speech is only one example.
             | 
             | Anyhow, an afternoon well spent.
        
       | stewbrew wrote:
       | "The magazine had a little travel article, and it was written in
       | English on one page and Thai on the other."
       | 
       | Interesting Sunday study but language is supposed to be spoken.
       | Arab and Hebrew skip vowels in written texts so they seem to be
       | more efficient. But filling in these vowels requires cognitive
       | extra work. That's why both languages offer extra notation for
       | people who aren't that experienced with the written form. Does it
       | make a difference when speaking a language?
        
       | nekcihc wrote:
       | Wasn't there recently an article about bits of information per
       | second, that all languages more or less are delivering the same
       | information(tone differences, stress and other audial information
       | also delivers information):
       | 
       | https://www.science.org/content/article/human-speech-may-hav...
       | 
       | Given the fact that Chinese writing is used for communication for
       | various people, that each have their own language, the main
       | component in learning Chinese is not about learning language -
       | how to pronounce words, but what these characters mean -
       | universally in all those languages - even English or Spanish
       | people might communicate with Chinese if they knew meanings of
       | Chinese "writing". This is big advantage when various people have
       | to live together in one country, but the main disadvantage over
       | alphabetic writing is that it is not easy to mass educate people
       | to learn thousands of graphical representations and combinations
       | of those "writings", than to learn 20-40 alphabetic letters,
       | that(more or less) are related to sounds.
       | 
       | IMO, English is worst alphabetical language, and it is standing
       | out, as it has not modernized it's alphabet(like rest of
       | Europeans did 100-200 years ago) and most people learn English
       | not from what they can read(it does not help, that various 20+
       | Brittish dialects can pronounce words differently), but binding
       | to memory what is written - almost the same way how Chinese do.
       | From my experience, there is staggering amount of written
       | illiteracy among native British people, that I have never seen
       | compared to other Europeans. Because of this experience, my
       | English has become worse(some of the mistakes can not be blamed
       | on keyboard), that what it used to be - also I don't care about
       | errors anymore, because I have adapted to locals.
       | 
       | PS I think, that knowing different languages is like being
       | different human. There are some languages, that makes you act
       | very stressful and fast talking, and then there are some
       | languages that are slower and where you can think before saying
       | something. There is also difference between how jokes are
       | present.
        
       | ahmedfromtunis wrote:
       | Clearly this isn't intended as a serious way of "ranking"
       | languages, but I wish there was a way to measure the "efficiency"
       | of languages from the same geographic setup (and, preferably,
       | family) but in different time periods, e.g. Akkadian vs.
       | Babylonian vs. early Hebrew vs. early Arabic.
       | 
       | One would expect the efficiency to improve over time, but maybe
       | this is not true.
       | 
       | Is there anything in this topic that one can read?
        
         | zeroimpl wrote:
         | I'm also curious how modern languages compare to older
         | variants. Even modern English to Shakespeare stuff.
         | 
         | I think to measure efficiency of a written language, you'd have
         | to time how long it takes people to read it (and correctly
         | answer some questions to prove they understood it).
        
       | sam_goody wrote:
       | Some years ago I came across a handbook of Pittman shorthand.
       | 
       | I figured most of the time I spend reading is spent scanning the
       | words with my eyes. Shorthand is so much more concise, it would
       | surely save me time if I wrote a text-to-shorthand converter
       | [ViolentMonkey], and then learned to read shorthand.
       | 
       | After much time learning shorthand, and fiddling with programming
       | a conversion script, I got frustrated. So I wrote to one of the
       | world's experts on Pittman shorthand (you can find anything on
       | the net) and asked her about my project.
       | 
       | Surprisingly, she said that even for her, a world expert, she
       | reads Pittman at the same speed she reads non shorthand text. Due
       | to the density of the shorthand, and the fact that the mind has
       | to decode it, makes it slower to read!!
       | 
       | Anyways, I never finished, but at least I learned the basics of
       | shorthand :)
       | 
       | For the uninitiated, before computers, dictation was very slow,
       | and reporters needed a faster way to record what they were
       | hearing. They came up with various scripts, wherein lines
       | represent sounds, and for a while these were taught in every
       | college. Till today, shorthand is faster than typing, and there
       | are reporters keypads that have created a shorthand for the
       | keyboard, which is even faster. Much faster.
        
       | was_a_dev wrote:
       | While intersting, and the methodlogy has valid critique. I wish
       | there were a figure plotting the results clearly. Such
       | qualitiative reporting made the whole thing feel more opaque.
        
       | rendall wrote:
       | > _Mina rakastan kahvia_
       | 
       | This is like saying "I feel intimate of coffee". Finns wouldn't
       | say that. _Rakasta_ is translated as love but it 's the kind of
       | love reserved for immediate family or lovers, not just things you
       | like a lot, and _kahvi_ is in the wrong case, like having the
       | wrong preposition.
       | 
       |  _Mina pidan paljon kahvista_ is a more normal way to say  "I
       | like coffee a lot". The English "to love" doesn't really have a
       | good translation in Finnish.
       | 
       | And, since it's about efficiency, you can lop off the pronoun,
       | since the verb conjugation implies it:
       | 
       |  _Pidan paljon kahvista_
       | 
       | And, just a bit of soft context, the Finnish way of speaking is
       | often terse, so if a Finn is saying they like something, it often
       | had the same degree as when an American says they love something,
       | otherwise they wouldn't bother mentioning it. So, you can get rid
       | of the "much", too:
       | 
       |  _Pidan kahvista_
        
       | hackerknows wrote:
       | This paper measures the efficiency as Shannon information
       | calculated on a Google corpus correlated against word length:
       | https://www.pnas.org/content/108/9/3526
       | 
       | This paper shows that speaker size correlates close to .9 with
       | efficiency:
       | https://royalsocietypublishing.org/doi/10.1098/rstb.2015.019...
        
       | drexlspivey wrote:
       | Counting pixels in a block of text to determine information
       | density doesn't sound like a very robust method to me. You could
       | get very different results depending on the font you use to
       | render the text.
        
         | childintime wrote:
         | English could be rendered in a 4x3 font (or even 3x3 font)..
         | 
         | In this test it'll comfortably beat out any other language.
         | 
         | See:
         | https://fontstruct.com/fontstructions/show/325977/4x3_pixel
        
           | timbit42 wrote:
           | 1x8 pixel font: https://dotsies.org/
        
           | peterashford wrote:
           | thats cool, but looking at that font, I'm not sure I'd be
           | able to tell an 'e' from a 'c' if there was no context. Eg:
           | "figure e5" wouldn't be clear to me (but "colour" would be)
        
         | kybernetikos wrote:
         | Another approach might be to take some large, well translated
         | text and measure compressed sizes of it in different languages.
         | With a good enough compression algorithm that will take into
         | account used character set size differences as well as common
         | word lengths, etc.
        
         | mynegation wrote:
         | This is a metric that is relatively simple to calculate but
         | probably not a good approximation. If I were to do that though,
         | I would choose the effective bit length of the symbol in the
         | language, i.e. log_2(number of symbols in the writing system)
        
         | jsnell wrote:
         | It is worse than just sensitivity to different fonts, it ends
         | up being sensitive to totally incidental details of the glyphs.
         | In a Latin script, all the letters carry as much information.
         | But this metric would treat a lowercase i as much more
         | efficient than a capital W.
        
           | Redoubts wrote:
           | Isn't that intentional? Picking sprawling glyphs for common
           | items, and simple ones for rare meanings would be
           | "inefficient" in some interesting sense. Indeed 'i' is the
           | most common letter in Latin.
        
       | Zababa wrote:
       | I think the measure here is "information density on a physical
       | surface". For example, someone commented on a 4x3 font for
       | English: https://news.ycombinator.com/item?id=30046035. This
       | allows you to put way more information on a pixel surface, but at
       | the cost (at least to my eyes) of time spent reading, as this
       | font is harder (at least to me) to read. Which I would compare to
       | more efficient compression algorithm, that take more time to
       | encode/decode.
       | 
       | This could be used when storing information on a physical media,
       | like a book or a microfilm.
        
         | timbit42 wrote:
         | 1x8 pixel font: https://dotsies.org/
        
           | Zababa wrote:
           | I like it, but I would describe it as an encoding more than a
           | font. I also think it's 1x5, not 1x8. In that case, it would
           | be more than twice as efficient as the 4x3. In a way, it's a
           | restricted ascii subset.
        
       | WJW wrote:
       | I wonder if Hebrew scores so high because most words leave out
       | the vowels. There are technically annotations on the consonants
       | about which vowel should be pronounced, but outside primary
       | school and language schools for immigrants nobody seems to use
       | them. Arabic has a similar setup, I'm not familiar with Gujaranti
       | but I wouldn't be surprised if it turns out to have a very
       | similar setup.
        
         | fortran77 wrote:
         | Hebrew also omits the verb "to be". It is assumed in most
         | cases, and tenses and possessives are denoted in suffixes.
         | Prepositions become prefixes, as does the word "the."
         | 
         | So "I am happy" is
         | 
         | ny shmkh
         | 
         | (Ani Sameach lit. "I Happy")
         | 
         | And
         | 
         | "The book is in the house" is
         | 
         | hspr nmts bbyt
         | 
         | HaSefer (the book) Nimtza (is avaiable) B'Bayet (in [the]
         | house).
         | 
         | Six words become three.
         | 
         | (Hebrew was my second language, after Yiddish. Grew up in
         | Brooklyn, and learned "English" on the streets.)
        
           | ncpa-cpl wrote:
           | Interesting. Spanish on the other hand is very flexible with
           | ommiting the subject.
           | 
           | So "I am happy" would become "(Yo) estoy feliz" or (I) am
           | happy.
        
           | newsbinator wrote:
           | Well h (the) and b (in/at) might be comparable "words" too,
           | so more like 6 words become 5.
        
           | kbrannigan wrote:
           | So English was your third language? That's fascinating
        
           | messe wrote:
           | > Six words become three.
           | 
           | Sure, but should you be counting words or morphemes as a
           | measure of complexity?
        
         | samatman wrote:
         | glsh cld wn ths cntst hndly if we chs crflly nd use th occsnl
         | matrs lctinis
        
           | linux2647 wrote:
           | "English could win this contest handily if we chose carefully
           | and use the occasional ..."?
        
             | tomsmeding wrote:
             | Probably "matres lectionis":
             | https://en.m.wikipedia.org/wiki/Mater_lectionis (probably
             | should have been "mater lectionis" (mtr lctinis?) given the
             | rest of the sentencr ;) )
             | 
             | I didn't know this term existed, but the letters felt like
             | Latin to me.
             | 
             | Presumably the point is to use some well-chosen vowels
             | where they are necessary for disambiguation.
        
             | [deleted]
        
             | [deleted]
        
             | wolfgang42 wrote:
             | My guess is "amateurish elocutionist" but I needed computer
             | assistance:                   $ for t in matrs lctinis; do
             | echo; grep '.*'$(echo $t | sed 's/./&.*/g')
             | /usr/share/dict/words | grep -Ev "s$"; done
             | Amaterasu         amateurish         amateurism
             | humanitarianism         masterstroke         materialism
             | materialist         materialistic         materialistically
             | maturest         metatarsal         miniaturist
             | misanthropist                  elocutionist
             | 
             | For my own amusement, I also came up with another
             | grammatically plausible "parsimonious" (inserting the
             | fewest extra letters) interpretation:
             | 
             | > Galosh-clad win this contest handily if we chase
             | carefully and use the occasional mantras, elocutionist!
        
               | sarabande wrote:
               | This is great! As someone who immediately recognized it
               | as 'mater lectionis' I wondered how someone unfamiliar
               | with this aspect of Hebrew would attempt to solve the
               | puzzle.
        
         | golemiprague wrote:
        
       | pippy wrote:
       | I've often felt that English is a prime candidate for spelling
       | reform. Being the modern lingua franca it makes sense to remove
       | the unneeded vestigial remnants of other languages that adds
       | extra unneeded complexity. For some reason it seems that English
       | majors seem to be dead set against it, as they love etymology.
        
       | robin_reala wrote:
       | I'm a little bit confused at the assertion that "cart" and "cat"
       | are phonetically similar enough to need an extra letter. They're
       | completely different sounds to my admittedly en-GB ears.
        
         | PaulDavisThe1st wrote:
         | I suggest you read it again. That is not the assertion at all:
         | 
         | > Consider the r in cart for instance. Without that r the word
         | would clash with an existing word - cat, so the letter is
         | significant in establishing meaning. The u in color is not,
         | however.
         | 
         | The point is that what we call a "cart" and a "cat" are
         | different things, and that the additional letter "r" helps us
         | differntiate these two things, because we get two different
         | words (rather than, say, calling both things "cat" or "cart").
         | By contrast, there is nothing called "color" in British
         | English, so dropping the "u" from "color" creates no ambiguity
         | in meaning.
        
       | willis936 wrote:
       | It's interesting, but flawed. Pixels don't matter, the
       | cardinality of the set of characters does.
       | 
       | You could replace every kanji with a minimal visual entropy
       | version and make a "more efficient" language by the pixel
       | complexity metric. Sure, it'd be hard to read.
       | 
       | Information theory applied to linguistics is pretty well trodden
       | ground. Some of the earliest applications of information theory
       | was answering questions like this correctly.
       | 
       | Importantly, languages do not evolve to be "maximally efficient"
       | in the bits per second sense. They evolved to be maximally
       | effective. You'll find that the difference between entropy and
       | word length (written or spoken) is almost entirely spent on
       | channel coding. When you lose characters, or parts of characters,
       | or words, or phonemes, the meaning can be recovered. If you were
       | running at entropy a lost character would make the entire message
       | nonsense.
       | 
       | Edit: the same goes for visual entropy too. The "most efficient"
       | language is the one I just made up: where the language with the
       | largest cardinality of words (I'll pick Kanji) has each character
       | mapped to a unique bitmap of noise. Easier to just leave the
       | characters as they are and let the computer do that part ;)
        
         | smitty1e wrote:
         | Using a fixed, non-trivial passage is helpful for normalizing
         | across languages.
         | 
         | One wonders what the literature has to say regarding
         | generalizing information across topics.
         | 
         | Is it easier to convey some topics in some languages? For
         | example, Philosophy in Greek?
         | 
         | In our day, such inquiry may not be possible due to Political
         | Correctness.
        
           | willis936 wrote:
           | It is obscene to suggest political motivations for a strawman
           | that does not exist. If you did a simple google search for
           | "linguistics information theory" you would find that there
           | are _still_ studies constantly coming out.
           | 
           | Divorce yourself from your political tribe for just one
           | moment out of the day.
        
             | pfortuny wrote:
             | Hey, you are right, totally. But the tone of your reply is
             | off.
             | 
             | Take it easy, it is not so important.
        
               | willis936 wrote:
               | Not at all. People are so consumed by feed that they
               | benefit from a shock. I doubt some words on a screen from
               | a human will do that, but I'd like to think that I tried.
        
       | reil_convnet wrote:
       | I am not sure whether I agree with the analysis, maybe will take
       | more time to process whether the pixels metric really means
       | efficiency.
       | 
       | However, one interesting point is that the author concludes
       | "Hebrew" and "Gujrati" are the most efficient languages. The
       | cultures to which these languages belong are both stereotyped to
       | be very efficient and pragmatic businesspeople. So maybe they
       | have a general culture which reflects in their day to day
       | activities, even writing.
       | 
       | Arabic [which is the third on the list] also belongs to a people
       | who traditionally have been associated with trade, before they
       | found all the black gold.
        
         | golemiprague wrote:
        
       | albatrosstrophy wrote:
       | I speak both a 'most efficient' language (Arabic) and a 'least
       | efficient' (Malay).
       | 
       | My take ia that while Arabic is a very concise language, the
       | learning curve is really steep. Verbs has to be conjugated to
       | accommodate pronouns as well as tense. So in order to say 'I
       | ate', the root word akala has to be conjugated to akaltu.
       | Sometimes the conjugation becomes so complex that it hardly looks
       | like its root word.
       | 
       | Malay meanwhile, while seemingly less efficient, is much more
       | straight forward. There is no need to conjugate verbs. Instead to
       | say 'I ate', you say saya (I) sudah (already) makan (eat). It's
       | very accessible to beginners.
       | 
       | I think it's also interesting to see how complex a language can
       | get in order to become efficient. Like can you combine more than
       | pronouns and tenses in a single word to make it more efficient.
        
         | BiteCode_dev wrote:
         | Just like a programming language, in fact.
        
           | speed_spread wrote:
           | Humans are mutually programming each other using homoiconic
           | phonetic languages.
        
           | umvi wrote:
           | Or like CPU architectures. CISC vs RISC
        
         | ncpa-cpl wrote:
         | > I think it's also interesting to see how complex a language
         | can get in order to become efficient. Like can you combine more
         | than pronouns and tenses in a single word to make it more
         | efficient.
         | 
         | Spanish has an interesting way of linking verbs and pronouns
         | together:
         | 
         | For example: daselo would be translated to English as: "(You)
         | give it to him/her"
         | 
         | Or: pasaselas would be "(You) pass those to them"
        
         | [deleted]
        
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