A task-agnostic encoder with task-specific decoders enables in-context learning across classification, regression, anomaly detection, clustering, entity matching, and entity classification on tabular data, achieving SOTA on several tasks.
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FlexTab: A Flexible Encoder-Decoder Architecture for In-Context Learning Across Diverse Tabular Tasks
A task-agnostic encoder with task-specific decoders enables in-context learning across classification, regression, anomaly detection, clustering, entity matching, and entity classification on tabular data, achieving SOTA on several tasks.