Unsupervised joke generation from big data [PDF], a paper by University of Edinburgh researchers Sasa Petrovic and David Matthews, describes an ingenious and successful method for teaching a computer to make up jokes like "I like my relationships like I like my source, open;" "I like my coffee like I like my war, cold;" and "I like my boys like I like my sectors, bad." The researchers wrote code that called on Google's n-gram database to find noun-attribute pairs, zero in on nouns with ambiguous meaning, and automatically generate jokes.
The problem in implementing such a model is in getting the necessary data. The word frequencies needed were gathered from Google's n-gram database, which was augmented by tagging words with their part of speech using Wordnet. This was then used to work out how often each noun occurred with the same attribute and the other statistics needed to apply the rules given above.
Next some human jokes, harvested from Twitter, were mixed in and a people were asked to rate the set as funny or not funny. Of the human jokes 33% were judged to be funny compared to the computer generated jokes of which 16% were funny. You could say that currently AI is half as funny as a human.
The joking doesn't stop there as the authors also couldn't resist naming their computation of the log likelihood of a joke as the LOcal Log-likelihood or LOL and when ranked according to LOL we get Rank OF Likelihood or ROLF. Hmmm.
AI Is Funny - A Generative Joke Model [Alex Armstrong/I Programmer]
There’s still magic in the world, as evidenced by this fairy’s-eye view of Children’s Fairyland, that charming 70-year-old storybook theme park in Oakland, California. You might remember that when I’m not blogging, I work with Fairyland. WELL… months before we were mandated to shelter in place, a local photographer, Stephen Loewinsohn, contacted our team at […]
We’ve been writing about Lea Redmond since 2009 here on Boing Boing. She’s just one of those kind of people who consistently makes neat things — a real Happy Mutant! Well, her latest creative venture is Home Sweet Home, an activity deck for kids (and the young at heart). It offers inspiring prompts for whimsical, […]
Listed at $159,900 this 1,075 square-foot home in Pittsburgh, Pennsylvania is bland on the outside but features rooms with outer space, submarine, tropical island, and moonbase motifs. The owners put a lot of work into it!
When you see that curved arrow on the side of a cardboard box, you instantly know that box came from Amazon. The unfurled rainbow feathers of a peacock immediately scream NBC. And a partially eaten piece of fruit in the profile is a world-recognized symbol of tech titan Apple. Icons are powerful symbols, condensing volumes […]
Call it retro. Call it a throwback. Even call it kitsch. But the 80s are still a singular time in pop culture history. From Ghostbusters and Back to the Future to your neighborhood arcade and the Atari 2600, artifacts of that seminal decade still resonate, evoking audible excitement and sighs of pleasant yesteryear remembrance. But […]
With millions out of work, the global economy in a sharp recession, and legitimate fears for the future abound, you might think this is absolutely the worst time to strike out on your own and be your own boss as a work-for-hire freelancer. But according to numbers compiled by financial services company Payoneer, the current […]