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Using AI To Identify Innuendo

angry tapir writes "Turning seemingly normal comments into sexual innuendo by adding the words 'That's what she said' is a cultural phenomenon. This has led some to wonder whether it is possible to determine when it is appropriate to add those magic four words to a sentence. As it turns out, identifying humor through software is hard. Two researchers at the University of Washington, however, were willing to give it their best shot. In a recently released paper entitled 'That's What She Said: Double Entendre Identification,' the researchers describe what they've found and introduce their new approach to the problem: 'Double Entendre via Noun Transfer' or DEviaNT for short." It's good to know that someone is trying to make sure the human race gets a sufficiently lewd AI one day.

86 comments

  1. Ah.. by Anonymous Coward · · Score: 0

    "Two researchers at the University of Washington, however, were willing to give it their best shot" - That was she said!

    1. Re:Ah.. by OakDragon · · Score: 1

      "Two researchers at the University of Washington, however, were willing to give it their best shot" - That was she said!

      She said that was?

      :)

      In your haste, you fat-fingered the first post.

  2. inmyendo? by Anonymous Coward · · Score: 0

    inYOURendo

    1. Re:inmyendo? by Anonymous Coward · · Score: 0

      Came for this; leaving satisfied...

      CAPTCHA: swelling

    2. Re:inmyendo? by Jeremiah+Cornelius · · Score: 1

      Jerk chicken or pulled pork?

      --
      "Flyin' in just a sweet place,
      Never been known to fail..."
    3. Re:inmyendo? by icannotthinkofaname · · Score: 1

      Came for this; leaving satisfied...

      That's what she said!

      --
      Let q be a radix > 1. I am in ur base-q, killing 10 d00ds.
    4. Re:inmyendo? by Phoghat · · Score: 1

      innuendo the Italian word for anal sex.

      --
      Think of how stupid the average person is, and realize half of them are stupider than that.
  3. Hey dude... by Anonymous Coward · · Score: 0

    ... a bird flew innuendo!

  4. Obligatory setup... by nebaz · · Score: 0

    Identifying innuendo, that's a hard problem.

    --
    Rhymes that keep their secrets will unfold behind the clouds.There upon the rainbow is the answer to a neverending story
    1. Re:Obligatory setup... by TaoPhoenix · · Score: 0

      Flip them an Angry Bird.

      --
      My first Journal Entry ever, in 8 years! http://slashdot.org/journal/365947/aphelion-scifi-fantasy-horror-poetry-webzine
    2. Re:Obligatory setup... by Anonymous Coward · · Score: 0

      That's what she said.

      *ba dum tssshh*

    3. Re:Obligatory setup... by strength_of_10_men · · Score: 1

      This method is bound to fail. They'll need to become cunning linguists before they can even begin to detect innuendo.

    4. Re:Obligatory setup... by tm2b · · Score: 2, Funny

      That's the problem - in academia, they instead learn how to become master debaters.

      --
      "It is our blasphemy which has made us great, and will sustain us, and which the gods secretly admire in us." - Zelazny
    5. Re:Obligatory setup... by joe+user+jr · · Score: 1

      According to what I read, "innuendo" is an Italian suppository.

      --
      .sigs: Just Say No!
    6. Re:Obligatory setup... by Anonymous Coward · · Score: 0

      So, if you put funny teeth in your mouth and jump around like an idiot, that is considered "funny"!

  5. They could call it, by crossb0nez · · Score: 2

    the BEAVIS (Binary Euphemism And Vulgar Innuendo System).

    --
    Rule of Acquisition #19: Satisfaction is Not guaranteed.
  6. next up, identifying gratuitous acronyms by Anonymous Coward · · Score: 0

    The fact that they thought that stretching a description of their work to make a catchy acronym was worth devoting effort to is funny.

  7. Re:HARLOT by TaoPhoenix · · Score: 1

    With Chops to David Gerrold

    HARLOT
    Horny-Analog Realistic Lexigraphic Ontological Tabulator

    --
    My first Journal Entry ever, in 8 years! http://slashdot.org/journal/365947/aphelion-scifi-fantasy-horror-poetry-webzine
  8. AI Cores by Anonymous Coward · · Score: 0

    It's only with research like this that one day will net us the Misoginist Core, as seen in Portal 2!

  9. Yeah by Anonymous Coward · · Score: 0

    That's what she said.

  10. Innuendo... by QilessQi · · Score: 3, Funny

    ...isn't that a brand of suppository?

  11. I would bet.. by purpledinoz · · Score: 1

    I would bet the computer would explode if you ran the lyrics of a Bloodhound Gang song through this software.

  12. So... by creat3d · · Score: 0

    Does that mean that, come judgement day, Skynet will rape us all??

    --
    Grammar nazis are to this community what excrements are to gold.
    1. Re:So... by biek · · Score: 5, Funny

      Come on me if you want to live

    2. Re:So... by creat3d · · Score: 0

      Mod parent fucking gold.

      --
      Grammar nazis are to this community what excrements are to gold.
  13. Definition of Innuendo by Anonymous Coward · · Score: 0

    Innuendo: an Italian suppository

  14. Bot features.. by Anonymous Coward · · Score: 0

    Dammit, if I'm going to get a fembot, I at least want humor and sarcasm programmed in! I don't get enough of that in my daily life.

    1. Re:Bot features.. by Anonymous Coward · · Score: 0

      That's what she^H^H^Hit said...

  15. I don't wanna beat around the bush by Anonymous Coward · · Score: 0

    In lieu of the innuendo in the end know my intent though.

  16. I wonder by Rizimar · · Score: 2

    Would it label something straightforward as innuendo? For example, would the phrase "Let's have sex" be identified as having a double meaning, or would this system be able to tell that it means exactly what it says?

    1. Re:I wonder by DrEasy · · Score: 2

      I RTFP (and not just TFA!), and they say they left that part (recognizing erotic context of the uttered sentence) for future work.

      --
      "In our tactical decisions, we are operating contrary to our strategic interest."
    2. Re:I wonder by BlueScreenO'Life · · Score: 1

      would this system be able to tell that it means exactly what it says?

      Well, it'll never know if it doesn't try.

      And a slap doesn't hurt a machine.

  17. Great for sexbots by Anonymous Coward · · Score: 0

    Wouldn't you want your sexbot to have a sufficiently lewd AI?

  18. Re:HARLOT by mangu · · Score: 2

    Funny, I read that as

    "HARLOT

    Horny-Analog Realistic Lexigraphic Ornithological Tabulator"

    and thought, "Hmmm, yeah, tits! "

  19. Innuendo generator would be quite nice by Anonymous Coward · · Score: 0

    would make going for a drink with my friends utterly unnecessary!

  20. Beavis and Butthead algoritm by Anonymous Coward · · Score: 0

    Just have a table of words ex - hard, cock, laid, lay, blow, slot, long, etc....

    Then, if it sees it in the sentence, add "The what she said!" or for a slam, anything that's a quantity, add "I don't know about " [insert quantity modifier] -ex "Boy! That's was hard!"

    "I don't know about HARD!"

    Sexual innuendo is one of the lamo type of jokes.

  21. Ignoble Research by Ruke · · Score: 2

    So, do you think that these researchers are trying for an Ig Noble Award, or that it's pure coincidence that the primary application of their research is teaching computers to laugh at dirty jokes?

    1. Re:Ignoble Research by godrik · · Score: 1

      Or you might want to add automatic "that's what she said" on the screen on tv shows. Having non-vocal "editorial" comments is very common in some program (mainly from extreme asia).

  22. Great! by TempeTerra · · Score: 3, Funny

    Next they should invent a sarcasm detector, that would be really useful.

    --
    .evom ton seod gis eht
    1. Re:Great! by laejoh · · Score: 1

      Only on slashdot \ldots

    2. Re:Great! by jasonlfunk · · Score: 1

      Next they should invent a sarcasm detector, that would be really useful.

      Yeah... that would be reallllllly useful...

    3. Re:Great! by Darinbob · · Score: 1

      That's what she said!

      No wait, that doesn't work in context. Dammit, I need some AI to help me with my jokes.

    4. Re:Great! by aaaaaaargh! · · Score: 1

      I don't think this is really needed. I for my part have no problems detecting sarcasm.

      Now an algorithm that can detect when someone "has been whoooshed", as they say here in their juvenile jargon, that might be useful for automatizing the "whoosh" replies on /.

    5. Re:Great! by supersat · · Score: 1
  23. I'd verify HER innuendo! by Anonymous Coward · · Score: 0

    I don't know what I'm saying ):

  24. Chatterbots by Iamthecheese · · Score: 1

    I'm really frustrated with chattterbots using clever tricks to hold a conversation without understanding it. They can talk about many different things but it's clear the best of them can only respond to, at most, the previous sentence and one possible current topic. Here's an example from a chat I just had with Jabberwacky:

    Me: Would you rather be a tuna or an elephant and why?
    JW: I would much rather be a bee, and make honey for my queen.
    Me: Okay but if 'bee' weren't one of the options.
    JW: What does gender mean?

    This chatterbot couldn't score over 60 in a standard IQ test and it shows: When it doesn't know what to say it says something random.

    Anyway the point of all of this is at least someone is looking at making a computer understand something new in conversational habits instead of looking for new clever tricks.

    --
    If video games influenced behavior the Pac Man generation would be eating pills and running away from their problems.
    1. Re:Chatterbots by hitmark · · Score: 1

      Sounds like the script for your average US situational comedy to me. But then i fear the AI from the article may well outperform me on the innuendo part (one aspect of being a aspie i guess).

      --
      comment first, facts later. http://chem.tufts.edu/AnswersInScience/RelativityofWrong.htm
    2. Re:Chatterbots by Locke2005 · · Score: 1

      Sounds like my conversation with cleverbot. If you reference it's previous statements and point out that it contradicted itself, it just denies it said anything. It can't even make up it's mind whether it is male of female.

      --
      I've abandoned my search for truth; now I'm just looking for some useful delusions.
  25. T.W.A.T.S.S. by Jane+Q.+Public · · Score: 2

    "That's What the Algorithm Thinks She Said"

  26. Simple algorithm by Anti_Climax · · Score: 1

    If "that's what she said" doesn't work, "giggidy" probably does.

    --
    Even people that believe in pre-destiny look both ways before crossing the street.
  27. I've got some innuedo by Anonymous Coward · · Score: 0

    If we were both squirrels, would you let me bust a nut in your hole?

  28. I'd like to introduce a new approach by Punto · · Score: 1

    to your problem (if you know what I'm talking about)

    --

    --
    Stay tuned for some shock and awe coming right up after this messages!

  29. Re:So the geek comes up to the bar and said by Anonymous Coward · · Score: 1

    I honestly don't have a single clue what you just said.

  30. Innuendo by mr1911 · · Score: 1

    As it turns out, identifying humor through software is hard.

    That's what she said.

    --
    This post comes with a double-your-money-back guarantee!
    Any offense taken to this post is at your sole discretion.
  31. Gratuitous acronyms don't google well by mangu · · Score: 1

    In these days it pays to find a unique name for your project.

    You need to qualify a search with other words if you want to google an acronym that makes a common word. Finding which extra words to use in your search is a complicating factor and you are sure to miss many pages.

    When I create a new project, the first step is to google each name I come up with until I find one that returns no google results.

  32. Poppycock by thebian · · Score: 1

    Why don't the authors of this research scrape all the comments here and see if it recognizes any of the heavy breathing wordplay?

  33. Re:So the geek comes up to the bar and said by oliverthered · · Score: 0

    I was reading the news about censorship the other day, whilst busy swapping some stuff on the dark net, as you do.
    And my mate said to me, "Thank God the internet isn't a human, right?"

    --
    thank God the internet isn't a human right.
  34. you don't say (wink wink, nudge nudge) by jsepeta · · Score: 1

    that is all.

    --
    Remember kids, if you're not paying for the service, YOU ARE THE PRODUCT THAT IS BEING SOLD.
  35. Uhhhh .... by gstoddart · · Score: 1

    Am I reading the Onion?

    In a recently released paper entitled 'That's What She Said: Double Entendre Identification,' the researchers describe what they've found and introduce their new approach to the problem: 'Double Entendre via Noun Transfer' or DEviaNT for short."

    I mean ... that's just bizarre!!

    And, really, until it can master all of the places where you can use "said the actress|bishop to the bishop|actress", it will always be incomplete. =)

    Now, if you can make a computer program that can follow innuendo, as well as process the use of profanity in the English language ... you'll be onto something.

    I mean, the fucking use of the word fuck is in and of itself a fucking difficult thing for the fuckers to fucking figure out -- until then, they're pretty much fucked. Try hard enough, and you can make fuck into every single fucking part of speech, except maybe for those fucked up articles.

    And, of course, one of the best uses of it ever ... fuck you, you fucking fuck. =)

    --
    Lost at C:>. Found at C.
    1. Re:Uhhhh .... by Synonymous+Homonym · · Score: 1

      I mean, the fucking use of the word fuck is in and of itself a fucking difficult thing for the fuckers to fucking figure out -- until then, they're pretty much fucked. Try hard enough, and you can make fuck into every single fucking part of speech, except maybe for those fucked up articles.

      Absofuckinglutely.
      I imagine it cannot be a simple task for any NLP to determine when the word fucking is mere fluff in a sentence, and when it is necessary to convey the meaning, and when it is necessary, WTF it stands for.

      (I know this is not very original, but I felt your post on the matter at hand was too short and could do with some enhancements. Not that the length of a post says anything about its qualities, really; short ones can be more satisfying than the longest rant if done expertly. What I meant to say was: the subject could stand some deeper contemplation, as we've only covered part of it. It should be more thoroughly probed to reveal all of its complexity. It should be appreciated, not belittled.)

      (I also apologize for the lack of innuendo in this post. Everybody else seems to do it, but my imagination doesn't reach that far, so please , gentle reader, insert it where you feel it would be appropriate. That is all, thank you.)

    2. Re:Uhhhh .... by bar-agent · · Score: 1

      I lul'd much, but I have no mod points.

      --
      i'd hit it so hard, if you pulled me out you'd be the king of britain [bash.org]
  36. Anything can be an innendo by Normal+Dan · · Score: 1
    For example, the summary:

    "Turning seemingly normal comments into sexual innuendo by adding the words 'That's what she said' is a cultural phenomenon. (If you know what I mean) This has led some to wonder whether it is possible to determine when it is appropriate to add those magic four words to a sentence. As it turns out, identifying humor through software is hard. (That's what she said) Two researchers at the University of Washington, however, were willing to give it their best shot. (Yeah, I bet they are) In a recently released paper entitled 'That's What She Said: Double Entendre Identification,' the researchers describe what they've found and introduce their new approach to the problem (I'll approach your problem!): 'Double Entendre via Noun Transfer' or DEviaNT for short. (heh, short? *snicker*)"

    --
    A unique way to learn a language: http://languageloom.com
    1. Re:Anything can be an innendo by bar-agent · · Score: 1

      "â¦and this is something that is difficult to implement in software." â" but a hardware implement will get the job done.

      --
      i'd hit it so hard, if you pulled me out you'd be the king of britain [bash.org]
  37. Say no more by Cajun+Hell · · Score: 1

    A nod's as good as a wink to a blind bat!

    --
    "Believe me!" -- Donald Trump
  38. For fuck's sake! by Anonymous Coward · · Score: 0

    Innuendo is a hell of a lot more than just saying "that's what she said" after someone else says anything that might be in about one-third of the entire range of possible things anyone might ever say, ever. Wayne and Garth, although brilliant pioneers of their field, aren't the be-all and end-all of suggestive humour. If you don't understand this, you probably don't get sarcasm, irony, wit, wryness, or indeed anything else in the world of creative, sophisticated humour.

    Don't get me wrong; a joke about a penis can be amazing, but if we've heard it before or a twelve-year-old could have thought of it, then you're not a comical genius; you're a buffoon, and if you think you're a comical genius, we have a technical term for you:

    Fuckwit.

  39. An interesting idea... by Millennium · · Score: 1

    ...but let me know when it can play a game of Ar tonelico.

  40. Obligatory (?) SMBC by Anonymous Coward · · Score: 0

    Presenting.. A rock that made men laugh simply by holding it aloft:

    http://www.smbc-comics.com/index.php?db=comics&id=1638

  41. Sure by HalAtWork · · Score: 1

    Because if you use innuendo, you must be a fucking deviant. Normal people never do it. Whoops.

  42. I for one... by Bieeanda · · Score: 1
    can't wait to have my bottom patted by our naughty robot overlords.

    I hear they overclock when you play Yakkety Sax-- and you can tell them, that's what I said!

  43. Re:So the geek comes up to the bar and said by Anonymous Coward · · Score: 0

    Seriously, put down the keyboard and walk away.

  44. Re:So the geek comes up to the bar and said by oliverthered · · Score: 0

    what she just said.

    I prefer putting down straw men, whilst laughing.

    --
    thank God the internet isn't a human right.
  45. Geeks rejoice! by rrohbeck · · Score: 1

    Maybe we'll have an app for that soon so we can finally supplement out flirting techniques.

  46. Waste of effort by AdamWill · · Score: 1

    They should just have asked Geoff Peterson. He's got it figured out. In your pants.

  47. i'm all over it by DreadPirateShawn · · Score: 2

    I think this could be really big; their task is really quite hard. First they have to suss out the meaning of the sentence, and ideally the cadence, in order to hold back until the right moment. Then they have to figure out where their addition can be legitimately inserted; not just any opening will suffice. Their biggest risk now is if they release prematurely; the timing is key and they don't want to blow it.

    I'm near Seattle in the moment, and TFA cites a presentation in Portland in June. I may just have to go down.

  48. On a more serious note... by v(*_*)vvvv · · Score: 1

    Not to get too off topic by being serious, but I'm wondering if it is even possible to detect humor just from the expression.

    Even with "that's what she said" there is an element of unpredictability that can only be tested when executed. I mean, sometimes it's not funny. In other words, the only test is if someone reads it and laughs.

    This is much like not being able to predict the outcome of code completely without executing it.

    We can always record results and rely on statistical analysis, but finding answers from the past is different from finding the answer just from what is present.

  49. Magic four words by Anonymous Coward · · Score: 0

    look like five to me!

    1. Re:Magic four words by Locke2005 · · Score: 1

      Next step: programming a computer to recognize that a contraction combines two words (e.g. "that" and "is") into a single word (e.g. "that's")...

      --
      I've abandoned my search for truth; now I'm just looking for some useful delusions.
  50. Re:So the geek comes up to the bar and said by Anonymous Coward · · Score: 0

    God, shut up.

  51. Re:So the geek comes up to the bar and said by oliverthered · · Score: 0

    I'd see the Dr about that if I where you, that's what she said.

    --
    thank God the internet isn't a human right.
  52. What a question. by DaVince21 · · Score: 1

    This has led some to wonder whether it is possible to determine when it is appropriate to add those magic four words to a sentence.

    That's easy: it is. I mean, people have been determining it's (in)appropriate every time they feel the need to say it.

    Oh, you mean through software! Why didn't you say so?

    --
    I am not devoid of humor.
  53. We already have lewd AI by Anonymous Coward · · Score: 0

    Cleverbot can be lewd when prompted.