Semantic Folding for Natural Language Understanding with Francisco Weber - #451

Semantic Folding for Natural Language Understanding with Francisco Weber - #451

Today we’re joined by return guest Francisco Webber, CEO & Co-founder of Cortical.io. Francisco was originally a guest over 4 years and 400 episodes ago, where we discussed his company Cortical.io, and their unique approach to natural language processing. In this conversation, Francisco gives us an update on Cortical, including their applications and toolkit, including semantic extraction, classifier, and search use cases. We also discuss GPT-3, and how it compares to semantic folding, the unreasonable amount of data needed to train these models, and the difference between the GPT approach and semantic modeling for language understanding. The complete show notes for this episode can be found at twimlai.com/go/451.

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Four Key Tools for Robust Enterprise NLP with Yunyao Li - #537

Four Key Tools for Robust Enterprise NLP with Yunyao Li - #537

Today we’re joined by Yunyao Li, a senior research manager at IBM Research.  Yunyao is in a somewhat unique position at IBM, addressing the challenges of enterprise NLP in a traditional research envir...

18 Marras 202158min

Machine Learning at GSK with Kim Branson - #536

Machine Learning at GSK with Kim Branson - #536

Today we’re joined by Kim Branson, the SVP and global head of artificial intelligence and machine learning at GSK.  We cover a lot of ground in our conversation, starting with a breakdown of GSK’s cor...

15 Marras 20211h

The Benefit of Bottlenecks in Evolving Artificial Intelligence with David Ha - #535

The Benefit of Bottlenecks in Evolving Artificial Intelligence with David Ha - #535

Today we’re joined by David Ha, a research scientist at Google.  In nature, there are many examples of “bottlenecks”, or constraints, that have shaped our development as a species. Building upon this ...

11 Marras 202159min

Facebook Abandons Facial Recognition. Should Everyone Else Follow Suit? With Luke Stark - #534

Facebook Abandons Facial Recognition. Should Everyone Else Follow Suit? With Luke Stark - #534

Today we’re joined by Luke Stark, an assistant professor at Western University in London, Ontario.  In our conversation with Luke, we explore the existence and use of facial recognition technology, so...

8 Marras 202142min

Building Blocks of Machine Learning at LEGO with Francesc Joan Riera - #533

Building Blocks of Machine Learning at LEGO with Francesc Joan Riera - #533

Today we’re joined by Francesc Joan Riera, an applied machine learning engineer at The LEGO Group.  In our conversation, we explore the ML infrastructure at LEGO, specifically around two use cases, c...

4 Marras 202143min

Exploring the FastAI Tooling Ecosystem with Hamel Husain - #532

Exploring the FastAI Tooling Ecosystem with Hamel Husain - #532

Today we’re joined by Hamel Husain, Staff Machine Learning Engineer at GitHub.  Over the last few years, Hamel has had the opportunity to work on some of the most popular open source projects in the M...

1 Marras 202139min

Multi-task Learning for Melanoma Detection with Julianna Ianni - #531

Multi-task Learning for Melanoma Detection with Julianna Ianni - #531

In today’s episode, we are joined by Julianna Ianni, vice president of AI research & development at Proscia. In our conversation, Julianna shares her and her team’s research focused on developing app...

28 Loka 202137min

House Hunters: Machine Learning at Redfin with Akshat Kaul - #530

House Hunters: Machine Learning at Redfin with Akshat Kaul - #530

Today we’re joined by Akshat Kaul, the head of data science and machine learning at Redfin. We’re all familiar with Redfin, but did you know that redfin.com is the largest real estate brokerage site i...

26 Loka 202144min

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