From “Fancy My Hero” to “Tweet up Bat,” This Neural Network Wrote the Only Candy Heart Messages Fit for 2018


Image of candy hearts that say, "Be Mine" and "Hug Me" for Valentine's Day Image credit: https://www.flickr.com/photos/fdotguido/

Researcher Janelle Shane, whose work with neural networks we’ve coated earlier than, is at it once more. This time, she tried to coach a neural community to create its personal sweet coronary heart messages. “I collected all the real coronary heart messages I might discover,” she explains at her website, “after which gave them to a studying algorithm known as a neural community. Given a set of knowledge, a neural community will study the patterns that permit it imitate the unique information—though its imitation is usually imperfect. The sweet coronary heart messages it produced … properly, you be the choose.”

The outcomes have been, maybe unsurprisingly, blended. Among the bot’s ideas, like “LOVE BUN,” appeared fairly correct, whereas others like “YOU ARE BABE” and “FANCY MY HERO” solely managed to seize the sentiment of a sweet coronary heart. From there, after all, issues acquired bizarre. From “I HONKER” to “TWEET UP BAT” to “U HACK,” the community’s subsequent tries have been decidedly much less human-sounding. Nonetheless, I’ve to like the sound of the verb “honker.”

Under are only a few of my favourite choices. You possibly can see the complete record over at Shane’s website. As all the time, tag your self. (I’m HOGSYEA.)

  • AM GOOD
  • BEAR WIG
  • BOG LOVE
  • DEAR ME
  • FANCY MY HERO
  • HOW U HOT
  • I HONKER
  • LICK
  • LOVE 2000 HOGSYEA
  • LOVE BOT
  • LOVE BUN
  • MY BEAR
  • MY MY
  • YOU ARE BABE
  • PIN A FACE
  • STANK LOVE
  • TIME HUG
  • TIME STAR
  • TWEET UP BAT
  • U HACK
  • WIRLY OOT
  • YOU A GOO
  • YOU ARE BAG
  • YOU ARE BOA

Shane later increased the size of her dataset. For the primary batch, she writes, “I might solely discover about 360 current messages complete. So, after I determined to generate some extra messages, I made a decision so as to add my favourite neural network-generated messages to the unique dataset, growing the entire to virtually 500. That is nonetheless actually small for a neural community, however a noticeable improve.”

What did the community do with the improved dataset? “The very first thing I observed,” Shane stated, “is the particular upswing within the variety of messages involving bears.”

  • BE MY BEAR
  • LOVE BEAR
  • LOOK BEAR
  • WINK BEAR
  • BEAR BEAR
  • TIME BEAR

The opposite new ideas included the beneath nonsense phrases, and you’ll see extra within the full second list at Shane’s web site.

  • OOO
  • BEST MANE
  • IN A FAN
  • MAGE LOVE
  • WEAR ME
  • SWEET BOG
  • OY
  • MEAT LOVE
  • MY HAG
  • LOVE BAG
  • SWEET MEAT

Haven’t had sufficient but? Shane writes that the neural community additionally generated some inappropriate ideas, so you possibly can request to view these via this form.

Shane’s earlier neural community experiments embody Dungeons & Dragons spells, guinea pig names, and cookbook recipes. When you have any questions on taking part in round with your individual neural networks, she has an amazing FAQ at her website.

(by way of NPR and Nerdist; picture: Flickr/Frank Guido below CC 2.0)

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After Being Hit By Car, Baby Bat Gets Banana Treatment, And This Video Will Make Your Day


Has life bought you down right now? We’ve bought precisely what you have to flip it round – a child bat going completely HAM on a banana till her tiny cheeks are stuffed to the brim.

The younger flying fox, lovingly named ‘Miss Alicia,’ was rescued in Queensland, Australia, after a scary encounter with a automotive left her in want of pressing care. Fortuitously, Alicia sustained no main accidents, and is poised to make a full restoration with all limbs intact. She’s additionally nonetheless managed to look lovable as hell within the aftermath, when you haven’t observed.

Whereas little Miss Alicia was resting and recharging, swaddled in a comfy blue towel, an assist employee shot a video of her feeding time. Given the truth that flying foxes have a recognized candy tooth (their food regimen consists principally of fruit and nectar), you may think about how Alicia reacted when a recent banana was introduced to her. Scroll all the way down to see the dear clip for your self, and inform us within the feedback when you’ve truly ever seen something cuter.

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The Web loves her simply as a lot as we do!

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