Yasemin Altun (Google DeepMind): Advancements in Structure-Aware Reasoning for Tabular Data
Yasemin Altun
2024 Invited talk
in
Workshop: Table Representation Learning Workshop (TRL)
in
Workshop: Table Representation Learning Workshop (TRL)
Abstract
Traditional methods had struggled to capture the rich structural relationships within tables, limiting their reasoning capabilities. I will give an overview of our work in the last few years to highlight some of the advancements in structure-aware reasoning over tabular data with novel model architectures, task formulations and training regimes, leading to significant performance gains in various tasks, as well as opening up new possibilities for applications.
Video
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