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Show HN: Semantic Calculator (king-man+woman=?)

calc.datova.ai

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Re: Show HN: Semantic Calculator (king-man+woman=?)

#51
> king-man+woman=queen

Is the famous example everyone uses when talking about word vectors, but is it actually just very cherry picked?

I.e. are there a great number of other "meaningful" examples like this, or actually the majority of the time you end up with some kind of vaguely tangentially related word when adding and subtracting word vectors.

(Which seems to be what this tool is helping to illustrate, having briefly played with it, and looked at the other comments here.)

(Btw, not saying wordvecs / embeddings aren't extremely useful, just talking about this simplistic arithmetic)

Re: Show HN: Semantic Calculator (king-man+woman=?)

#52
This is super neat.

I built a game[0] along similar lines, inspired by infinite craft[1].

The idea is that you combine (or subtract) “elements” until you find the goal element.

I’ve had a lot of fun with it, but it often hits the same generated element. Maybe I should update it to use the second (third, etc.) choice, similar to your tool.

[0] https://alchemy.magicloops.app/

[1] https://neal.fun/infinite-craft/

Re: Show HN: Semantic Calculator (king-man+woman=?)

#55

> king-man+woman=queen Is the famous example everyone uses when talking about word vectors, but is it actually just very cherry picked? I.e. are there a great number of other "meaningful" examples like this, or actually the majority of the time you end up with some kind of vaguely tangentially related word when adding and subtracting word vectors. (Which seems to be what this tool is helping to illustrate, having bri…

> is it actually just very cherry picked?

100%

Re: Show HN: Semantic Calculator (king-man+woman=?)

#56

I don't get it but I'm not sure I'm supposed to. life + death = mortality life - death = lifestyle drug + time = occasion drug - time = narcotic art + artist + money = creativity art + artist - money = muse happiness + politics = contentment happiness + art = gladness happiness + money = joy happiness + love = joy

    Life + death = mortality  
is pretty good IMO, it is a nice blend of the concepts in an intuitive manner. I don’t really get

   drug + time = occasion
But

   drug - time = narcotic
Is kind of interesting; one definition of narcotic is

> a drug (such as opium or morphine) that in moderate doses dulls the senses, relieves pain, and induces profound sleep but in excessive doses causes stupor, coma, or convulsions

https://www.merriam-webster.com/dictionary/narcotic

So we can see some element of losing time in that type of drug. I guess? Maybe I’m anthropomorphizing a bit.

Re: Show HN: Semantic Calculator (king-man+woman=?)

#58
Some of these make more sense than others (and bookshop is hilarious even if it's only the best answer by a small margin; no shade to bookshop owners).

  map - legend = Mercator projection
  noodle - wheat = egg noodle
  noodle - gluten = tagliatelle
  architecture - calculus = architectural style
  answer - question = comment
  shop - income = bookshop
  curry - curry powder = cuisine
  rice - grain = chicken and rice
  rice + chicken = poultry
  milk + cereal = grain
  blue - yellow = Fiji
  blue - Fiji = orange
  blue - Arkansas + Bahamas + Florida - Pluto = Grenada
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