45 citations · 134 across the 21 of their papers we have counts for
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cs.CE2024★ 2 cited
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,…
cs.CE2021★ 5 cited
An Earth Mover's Distance Based Graph Distance Metric For Financial Statements
Sander Noels, Benjamin Vandermarliere, Ken Bastiaensen +1
Quantifying the similarity between a group of companies has proven to be useful for several purposes, including company benchmarking, fraud detection, and searching for investment…