Latest posts

• Unmasking Trafficking Risk in Commercial Sex Supply Chains with Machine Learning
  January 20, 2023Snorkel Team
  - Hamsa Bastani presented a summary of her and her co-authors’ ongoing work using machine learning and Snorkel AI’s tools to detect and track activities that are associated with a high risk for global sex trafficking. ...
• Prompting and weak supervision to build better, smaller models
  January 19, 2023Snorkel Team
  - Snorkel AI co-founder and CEO Alex Ratner recently interviewed several Snorkel researchers about their published academic papers. In this video, Alex talks with Ryan Smith, Senior Applied Scientist at Snorkel, about the work he did on using foundation models to build compact, deployable, and effective models. ...
• FM Summit shows Foundation Model hurdles and potential
  January 18, 2023Matt M. Casey
  - Snorkel AI held its Foundation Model Summit Jan 17, bringing together 12 presenters and over 600 attendees at 10 virtual sessions. The event drew registrants from across many sectors, including the tech industry, healthcare, and financial services. ...
• Contrastive Learning boosts Foundation Model specialization
  January 13, 2023Snorkel Team
  - Snorkel AI co-founder and CEO Alex Ratner talks with Ananya Kumar about the work he did on improving the effectiveness of foundation models by using contrastive learning, image augmentations, and labeled subsamples. ...
• Adapting language-based models beyond English
  January 12, 2023Anastassia Kornilova and April Guo
  - While a majority of Natural Language Processing (NLP) models focus on English, the real world requires solutions that work with languages across the globe. This demo shows how effectively users can build cross-language models in Snorkel Flow. ...
• How Pixability uses foundation models to accelerate NLP application development by months
  January 11, 2023Nick Harvey
  - Using Snorkel Flow, Pixability has created a way to build classifiers for massive amounts of YouTube data quickly—that was previously out of reach. ...
• Speech AI Demystified | FDCAI Lightning Talk
  January 10, 2023Snorkel Team
  - Sirisha Rella, Technical Product Marketing Manager at Nvidia, recently gave a Lightning Talk presentation on “demystifying” speech AI at Snorkel AI’s Future of Data-Centric AI virtual conference. ...
• Snorkel AI to host Foundation Model Virtual Summit, registration now open
  January 5, 2023Snorkel Team
  - Snorkel AI will hold a free Foundation Model Virtual Summit on Tuesday, January 17 where speakers from across the technology industry, including some from Google and Stanford University, will discuss the enterprise use of Foundation Models. ...