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What is: TABBIE?

SourceTABBIE: Pretrained Representations of Tabular Data
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

TABBIE is a pretraining objective (corrupt cell detection) that learns exclusively from tabular data. Unlike other approaches, TABBIE provides embeddings of all table substructures (cells, rows, and columns). TABBIE can be seen as a table embedding model trained to detect corrupted cells, inspired by the ELECTRA objective function.