Machine Learning Generates Clickbait Headlines That Will Shock You! (thestack.com)
An anonymous reader writes: Norwegian developer and blogger Lars Eidnes has designed a clickbait generator using a neural network, which is able to create sensationalist headlines that play on human readers' curiosity. Eidnes trained his neural network by scanning around two million clickbait titles from online media sites such as Buzzfeed, Jezebel and Upworthy. When asked to form a sentence, the system can now output a single word and continues the prediction process to find related words, in a pattern known as Recurrent Neural Networks (RNNs).
Annoy is more likely.
Minimum threshold fixed. Thanks!
How do I downvote this headline?
Ya, I clicked on it.
Machine learning programmers everywhere hate it!
on /. about sports and financial writers being replaced by computer programs? Seems anything with a lot of statistics was ripe for this since sports/finance writers were really just putting fluff around numbers. Good thing automation never costs jobs, right?
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It's still not better than man-made Engrish.
Knowledge is how to play a game, intelligence is how to win, wisdom is knowing what game to play.
Come with me and you'll be
In a world of headline automation!
Take a look and you'll see
headline automation!
I'm trying to teach myself to set people on fire with my mind... Is it hot in here?
From yesterday's Slashdot entries:
FBI and Join UK Against Forces Against Spread of Dridex Banking Malware
Sounds like machine-generated gibberish to me.
If you think I voted for Trump because of this post, you're wrong. I voted for Dr. Jill Stein of the Green Party. Again.
the URL's next to the article posting are!
09 F9 11 02 9D 74 E3 5B - D8 41 56 C5 63 56 88 C0 45 5F E1 04 22 CA 29 C4 93 3F 95 05 2B 79 2A B2
Game of Cleavage .... errr.... "War"
When asked to form a sentence, the system can now output a single word and continues the prediction process to find related words
https://xkcd.com/1427/
Come to think of it, I need a browser plugin that randomly cuts off the end of sentences and replaces them with autocompleted words.
Extra credit if the algorithm was trained on religious texts, trashy romance novels and operettas.
How can I believe you when you tell me what I don't want to hear?
It may have been generated via "AI" techniques, but the results are little if any better than a simple Markov-Chain text generator, of the kind I built back in the 80s with my programmable calculator... and used today to generate spam emails.
The only difference I see is that there are pictures accompanying the "articles". But I don't see anything about an algorithm for that, so I think I am safe to presume that the text is generated by the so-called "AI", but composed by an actual human.
But maybe not... the pictures seem pretty random and unrelated to the texts. So it could be done algorithmically... but then it's still just as UNimpressive.
Slashdot has had a bull capital S with a hit generator creating nerd clickbait for years.
The method Eidnes used is hardly anything new. Frankly, I'd be surprised if many existing clickbait headlines weren't generated in this way to begin with. After all, it'd be, I think, easier to run some statistical analysis on the headlines that get the most traffic, training the generator accordingly, than to try to conceive of catchy-sounding headlines for every piece.
Still, it's obvious he put some effort into this, and it's somewhat interesting to read about, so at least there's that.
"Is not a sentence" is not a sentence. Well damn.
But how can we use this technology to encourage women to join STEM fields?
Snowden Tweets Hillary in Linux: NodeJS Cows found on Pluto Goatse Beowulf Cluster of Hot H1B Grits!
Table-ized A.I.
Therapy!
It Works!!
: honorary
The name they gave to their invention: Timothy
What a coincidence, we have our very own clickbait generating Timothy here on /. too!
Democracy is a sheep and two wolves deciding what to have for lunch. Freedom is a well armed sheep contesting the issue
And I think I will stop opening slashdot too...
Greenpeace feminists conspire with HB1 Visa holders to take guns away from experienced middle aged coders!
...and trained RNNs on the transcripts of European parliament speeches. The result was a political bot, it was almost competitive to what we hear when we watch the news...
Slashdot is putting out fire with gasoline again.
That way, no one can possible be allowed to disagree with the publication.
Stanislaw Lem's 1976 short story "One hundred and thirty seven seconds" ("Sto trzydzieci siedem sekund") is strangely similar to this (except for the fact that they eventually conclude the article-writing neural network can see 137 seconds into the future).
If the computer can generate headlines making you think of Betteridge's law of headlines, then journalism is really dead, that was the last bastion of the living, breathing journalist.
I am confused, What is supposed to shock me more? is it that this actually made it here as a story or how incredibly bad the AI works? I could write a random word generator with a few simple English language rules that would come up with more shocking headlines. The samples would not even be close to being clickbait on any site they are pathetic, if anything the headlines PRIOR to it learning were actually more likely to generate clicks as at least they have a "what the fuck does that mean" clickbait attached to them.
15 Mind-Blowing Secrets That Make Lawyers Mad15 Mind-Blowing Secrets That Make Lawyers Mad
5 Scary Facts Your Psychologist Tweets About
20 Terrible Truths That Will Make Your Barista Go To The Gym More
6 Facts Your Doctor Is Using Against You
How often can you see a headline that says "you'll be shocked" or "you won't believe" before semantic satiation sets in and it just becomes meaningless text that you scroll past? I don't think those phrases have raised any interested from me since sometime in the 90s.
Can I get this hooked up as a new filter?
Also filter out all Miley, Kardashian, Jenner, Jersey Shore, GaGa news items.
Noticed these on Destructoid but they are obvious and simple to avoid.
Now they can let go their editorial staff and generate their site entirely by scripting
Twinstiq, game news
You Won't Believe This One Weird Trick Muslims Are Using To Destroying Europe In Three Easy Steps!
That is one step closers to automatically detecting this clickbait bullshit, so my ad blocker can filter it out...
That's what they intend to do, yes? Right?
Assorted stuff I do sometimes: Lemuria.org
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As if that was distinguishable from the rest of the screams of privilege and oppression that oozes out of that cesspool they call a website. Buzzfeed and Upworthy are too good to be lumped in with jezebel.
Because my cellphone has been doing this for years. All I have to do is bash the space key and I get tonnes of random poems and headlines generated on the fly.
Wish I have the energy to write one. But after hacking all day at work, I dont have the stamina to embark on more coding in my leisure. It should be childs play for those who hack browser extensions for a living.
sed -e 's/Chuck Norris/Rajnikant/g' joke > fact
I'm too used to using BBcode formatting. Why can't everyone just use html? *grumble*
This will be a perfect testbed to train my clickbaitblock plugin to go along with my adblock plugin.
Fucking dumbass should have used a Markov chain or n-gram model. "Neural nets" are fad 80s bullshit that is still bullshit today
"If I Were People Inside The Way My Kid Was In Syria, I Would Find Next Child If. And I Will It Call Them 'Save Me'", "Lawsuit Claims United Building's North American Movies Are Over", "50 Shades Of Baby? President Bill Clinton Admits She's Ready To Want You Back"... This story will be more interesting when the software can filter out nonsense headlines or correlate the components of the headlines better than it is now. Good base idea for a project, though.