13 citations · 31 across the 6 of their papers we have counts for
3 papers · 1 filter
A Dutch Financial Large Language Model
Sander Noels, Jorne De Blaere, Tijl De Bie
This paper presents FinGEITje, the first Dutch financial Large Language Model (LLM) specifically designed and optimized for various financial tasks. Together with the model, we rel…
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,…
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…