How can we mix active and transfer learning in few-shot learning setting with pre-trained LLMs? We show that you need to label only few samples in-domain and leverage on transfer learning from out-domain along with ingrained knowledge in pretrained models
INNOVATION
-
New Intelligence Arrival Discussed in Latest Video
By
–
Great movie. Incidentally, I made a video this week about the arrival of a different kind of intelligence: https://
tiktok.com/@billyfx/video
/7195635710005742891
… -
Comprehensive Machine Learning Roadmap: From Basics to Advanced Techniques
By
–
Take your #MachineLearning skills to the next level with this comprehensive roadmap From basics to advanced techniques, stay on track and achieve your goals By @ingliguori #DataScience #AI #TechLearning #edutech #innovation #TECH4ALL #DataScience #DataScientists #cyber
-
Neuro-Symbolic Reasoning Advances Tutorial at AAAI 2023
By
–
2023 AAAI Tutorial: Advances in Neuro Symbolic Reasoning, Tuesday Feb 7 by @PauloShakASU https://
labs.engineering.asu.edu/labv2/2023-aaa
i-tutorial-advances-in-neuro-symbolic-reasoning/
… -
Generated vs Generative: Distinguishing Static Output from Interactive Code
By
–
I vote for "Generated Music". It's only "generative music" (active verb) if you ship the generator and it's somehow interactive. Same for art, "Generated Art" vs. "Generative Art". The second implies you ship the code to the user IMHO.
-
Historical AI Agreements and Paradigm Shift Debates
By
–
Amazing how many people believe this, even when I have written extensively (even this week!) about agreements going back several years. Eg see here 2017 slide https://
garymarcus.substack.com/p/some-things-
garymarcus-might-say
… and see long essay on 2022 https://
garymarcus.substack.com/p/does-ai-real
ly-need-a-paradigm-shift
… -
Automated Document Classifier: Machine Learning and RPA Solution
By
–
Streamline your document management with an #AutomatedDocumentClassifier solution that leverages the power of #MachineLearning and #RPA for efficient content-based classification 💻📄
— Giuliano Liguori (@ingliguori) 5 février 2023
By @ingliguori#Tech #Innovations #DataScience #AI #digitaltransformation #CyberSec #infosec pic.twitter.com/geRdEIOQuqStreamline your document management with an #AutomatedDocumentClassifier solution that leverages the power of #MachineLearning and #RPA for efficient content-based classification By @ingliguori #Tech #Innovations #DataScience #AI #digitaltransformation #CyberSec #infosec
-
Computation All The Way Down: APIs From ChatGPT to Physics
By
–
Humans are an API to ChatGPT.
ChatGPT is an API to Python.
Python is an API to C.
C is an API to assembly.
Assembly is an API to binary.
Binary is an API to physics.
Physics is an API to the machine that runs the universe. It's computation all the way down. -
Decision Intelligence: Transforming Enterprise Decision-Making with AI
By
–
An Introduction to Decision Intelligence https://
action.deloitte.com/insight/1953/a
n-introduction-to-decision-intelligence
… @ASMEdotorg @3DSNorthAmerica @cyngn @MargaretSiegien @3DSdelmia @3DStherese @Cindybolt61 @fogoros @DrFerdowsi @CRudinschi @PawlowskiMario @IIoT_World @MEngineeringMag #Science #Engineering #Technology #SET -
Patrick Winston’s 6.034 AI Lectures: 5 Million Views Legacy
By
–
Today would have been the 80th birthday of Professor Patrick Winston, who passed away in 2019 after directing MIT’s AI lab for 25 years. Here are his complete video lectures for 6.034, which have been watched nearly 5 million times: http://
bit.ly/PHWvideos