Tom Palczewski

Relational Transformer: Toward Zero-Shot Foundation Models for Relational Data

Pretrained transformers readily adapt to new sequence modeling tasks via zero-shot prompting, but relational domains still lack architectures that transfer across datasets and tasks. The core challenge is the diversity of relational data, with varying heterogeneous schemas, graph structures, and fun…