TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks

Sander Noels, Sébastien Viaene, Tijl De Bie

This paper addresses a long-standing problem in the field of accounting: mapping company-specific ledger accounts to a standardized chart of accounts. We propose a novel solution,…