Science Fiction
Dictionary
A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
 |
DARPA's Sarcasm Detector Totes Gets Your Drift
Our friends at DARPA (Defense Advanced Research Projects Agency) totally get that you're not being serious. At least when they're using their new sarcasm detector.
As they explain in a study published in the journal, Entropy, Garibay and UCF PhD student Ramya Akula have built “an interpretable deep learning model using multi-head self-attention and gated recurrent units. The multi-head self-attention module aids in identifying crucial sarcastic cue-words from the input, and the recurrent units learn long-range dependencies between these cue-words to better classify the input text.”
Fans of science fiction movies like Interstellar are already familiar with artificially intelligent robots who not only understand sarcasm, but can dish it out. Like TARS, seen below.
"With the high velocity and volume of social media data, companies rely on tools to analyze data and to provide customer service. These tools perform tasks such as content management, sentiment analysis, and extraction of relevant messages for the company’s customer service representatives to respond to," UCF Associate Professor of Industrial Engineering and Management Systems, Dr. Ivan Garibay, told Engadget via email. "However, these tools lack the sophistication to decipher more nuanced forms of language such as sarcasm or humor, in which the meaning of a message is not always obvious and explicit. This imposes an extra burden on the social media team, which is already inundated with customer messages to identify these messages and respond appropriately."
It's also an important part of popular culture, like the Sarcasm Detector in The Simpsons.
(Sarcasm detector from The Simpsons)
Computer scientists have actually been working on this problem for quite some time, see these articles:
- SASI Sarcasm Recognition A Really Useful Invention (2010)
The efficiency of their sarcasm detector is about 77 percent. - Twitter Sarcasm Detected By Computer (2016)
Decontextualized sarcasm is a matter of great concern, and Carnegie Mellon researchers have taken it very seriously.
Scroll down for more stories in the same category. (Story submitted 5/13/2021)
Follow this kind of news @Technovelgy.| Email | RSS | Blog It | Stumble | del.icio.us | Digg | Reddit |
Would
you like to contribute a story tip?
It's easy:
Get the URL of the story, and the related sf author, and add
it here.
Comment/Join discussion ( 0 )
Related News Stories - (" Artificial Intelligence ")
'Feel the AGI' OpenAI Leader Now OpenWorship
'And are all the people willing to be governed by a machine?' Miles Breuer, 1932
BibleGPT - King James Version Padre Booth, ala Philip K. Dick
Tell me your torments.
Missing Jet Finally Found
Ah, what could have been - still in the future.
Teslas Have Minds, Says Elon Musk
'The machine scans the patterns of the mind; ...Impress these same waves on a robot computer.' - Frederik Pohl, 1955.
Technovelgy (that's tech-novel-gee!) is devoted to the creative science inventions and ideas of sf authors. Look for the Invention Category that interests you, the Glossary, the Invention Timeline, or see what's New.
Science Fiction
Timeline
1600-1899
1900-1939
1940's 1950's
1960's 1970's
1980's 1990's
2000's 2010's
Current News
Wearable Energy Harvester
'... he had tightened the chest to gain maximum pumping action from the motion of breathing.'
Drones Participate In Buddhist Rites
'...a prayer wheel swung into view and began spinning at a furious pace.'
Anna Indiana AI Singer-Songwriter
'She is a personality-construct, a congeries of software agents'
Video Manicuring ala Schismatrix
'The program raced up the screen one scan line at a time'
'Feel the AGI' OpenAI Leader Now OpenWorship
'And are all the people willing to be governed by a machine?'
NASA Tests Prototype Europa Lander
Why have legs if they don't walk around?
Tailsitter Drone Aircraft For SAR
'...it was so easy for me to remain motionless in midair.'
Forward CarePod The AI Doctor's Office
'It's an old model,' Rawlins said. 'I'm not sure what to do.'
Mika The Robot-Boss
'the robot-boss was busy at the lip of the new lode instructing and egging the men on to greater speed...'
Yamaha Motoroid 2 No Handlebars Self-Balancing Motorcycle
'He rode the bike with an intense lack of physical grace...'
San Francisco Autobus
'THE autobus turned silently down the wide street...'
Should Your Car Decide If You Can Drive?
'Okay. Maybe the car was right...'
Lucid Dreams On Demand From Prophetic and Card79
'the peeper did not operate by virtue of its machinery alone, but by the reaction of the brain and the body of its user...'
Honda UNI-ONE Hands-Free Wheelchair Follows 100 Year-Old Design
'Noiselessly, on rubber-tired wheels, they journeyed...'
EBS-260 Handjet Free Hand Dot Matrix Printer
'McKie held a chalf-memory stick over the dusted surface.'
Sensitive, Soft Robot Skin
'...tinted material that had all the feel and appearance of human flesh and epidermis.'
