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View article: A Dutch Financial Large Language Model
A Dutch Financial Large Language Model Open
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 release a specialized Dutch financial instruction tuning datas…
View article: A Dutch Financial Large Language Model
A Dutch Financial Large Language Model Open
This paper presents FinGEITje, the first Dutch financial Large Language Model\n(LLM) specifically designed and optimized for various financial tasks. Together\nwith the model, we release a specialized Dutch financial instruction tuning\nda…
View article: TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks
TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks Open
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, TopoLedgerBERT, a unique sentence embedding method devised …
View article: An efficient graph‐based peer selection method for financial statements
An efficient graph‐based peer selection method for financial statements Open
Summary Comparing companies can be useful for various purposes. Despite the widespread use of industry classification systems as a peer selection standard, these have been criticized for various reasons. Financial statements, however, offe…
View article: An Earth Mover’s Distance Based Graph Distance Metric For Financial Statements
An Earth Mover’s Distance Based Graph Distance Metric For Financial Statements Open
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 opportunities. This exercise can be done using a variety of…