madelonhulsebos/neural-table-representations-tutorial-2023
Repository with an overview of the tutorial on Models and Practice of Neural Table Representations and up to date material for the hands-on part. This tutorial will be given at SIGMOD 2023.
This tutorial helps data professionals understand and apply advanced techniques for working with structured data, like relational tables, using neural networks. It takes tabular data and text, then applies neural models to improve tasks such as data cleaning, fact verification, or answering questions from tables. Data scientists, database engineers, or researchers looking to leverage AI for data management will find this useful.
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Use this if you want to integrate modern language model advancements with your tabular data workflows to enhance data understanding and analysis.
Not ideal if you are looking for a simple, out-of-the-box solution without diving into the underlying neural model concepts.
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Jun 29, 2023
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