Relational Transformer Insights
Yanshuai explains how the model integrates both questions and schema during training, utilizing a pre-trained deep transformer enhanced with relational layers. These layers introduce prior knowledge about relationships within data, refining the model's predictions as it learns to distinguish relevant connections. This innovative approach allows the model to leverage structured information effectively, enhancing its reasoning capabilities.In this clip
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Generating SQL [Database Queries] from Natural Language with Yanshuai Cao - #519
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