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SUMMARY:Plug-and-Play Zero-Shot NLP with Sieves
DESCRIPTION:Generative models are dominating the spotlight lately – and rightly so. Their flexibility and zero-shot capabilities make it incredibly fast to prototype NLP applications. However\, one-shotting complex NLP problems often isn’t the best long-term strategy.\nIntroducing Sieves: a lightweight\, model-agnostic toolkit for building plug-and-play NLP document processing pipelines. It brings together structured generation\, modular components\, and practical utilities to help you prototype quickly and scale confidently\, without large datasets or fine-tuning.\nWhether you’re building information extraction workflows\, classification pipelines\, or multi-step document processing systems\, this tutorial will show you how to do it faster\, cleaner\, and more reliably. \nAbout the Speaker \nI’m a machine learning engineer\, these days mostly working in natural language processing. I have soft spots for data visualization\, interpretable ML\, and the decentralization of AI.\nI build NLP systems for a living. Occasionally they work. I don’t believe that attention is all we need. What I do believe in: pragmatism\, taking a deep breath before falling for the next hype\, and touching grass. \nAbout the Open Source Architect Community \nThe Open Source Architect (OSA) Community is an invitation-only group for seasoned software architects who are passionate about open source technology. Request to join the OSA Community: https://forms.gle/7efbynVzYhhH2LCQ7\nWe review each application carefully. If it’s a fit\, you’ll get an invite to join the space where it all happens. For the latest updates on all things open source\, follow our public feed on LinkedIn.
URL:https://openteams.com/event/plug-and-play-zero-shot-nlp-with-sieves/
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