dr. ir. Sander Noels

Conference Paper
P1
open access

What large language models do not talk about : an empirical study of moderation and censorship practices

Sander Noels (UGent) , Guillaume Bied (UGent) , Maarten Buyl (UGent) , Alexander Rogiers (UGent) , Yousra Fettach (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2026) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT I. In Lecture Notes in Artificial Intelligence 16013. p.265-281

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PhD Thesis
open access

Modern accounting in the age of artificial intelligence

Sander Noels (UGent)

(2025)

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Conference Paper
P1
open access

A Dutch financial large language model

Sander Noels (UGent) , Jorne De Blaere and Tijl De Bie (UGent)

(2024) 5TH ACM INTERNATIONAL CONFERENCE ON AI IN FINANCE, ICAIF 2024. p.283-291

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Miscellaneous
open access

Persuasion with large language models : a survey

Alexander Rogiers (UGent) , Sander Noels (UGent) , Maarten Buyl (UGent) and Tijl De Bie (UGent)

(2024) ARXIV.

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Miscellaneous
open access

Large language models reflect the ideology of their creators

Maarten Buyl (UGent) , Alexander Rogiers (UGent) , Sander Noels (UGent) , Iris Dominguez-Catena, Edith Heiter (UGent) , Raphaël Romero (UGent) , Iman Johary (UGent) , Alexandru-Cristian Mara (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2024) ARXIV.

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Conference Paper
C1
open access

TopoLedgerBERT : topological learning of ledger description embeddings using siamese BERT-networks

Sander Noels (UGent) , Sébastien Viaene (UGent) and Tijl De Bie (UGent)

(2024) Proceedings of the Eighth Financial Technology and Natural Language Processing and the 1st Agent AI for Scenario Planning. p.63-72

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Automated financial analysis using GPT-4

Sander Noels (UGent) , Adriaan Merlevede, Andrew Fecheyr, Maarten Vanhalst, Nick Meerlaen, Sébastien Viaene and Tijl De Bie (UGent)

(2023) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES : APPLIED DATA SCIENCE AND DEMO TRACK, ECML PKDD 2023, PT VII. In Lecture notes in computer science 14175. p.345-349

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Journal Article
A2
open access

An efficient graph-based peer selection method for financial statements

Sander Noels (UGent) , Simon De Ridder, Sebastien Viaene and Tijl De Bie (UGent)

(2023) INTELLIGENT SYSTEMS IN ACCOUNTING FINANCE & MANAGEMENT. 30(3). p.120-136

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Conference Paper
P1
open access

An earth mover's distance based graph distance metric for financial statements

Sander Noels (UGent) , Benjamin Vandermarliere, Ken Bastiaensen and Tijl De Bie (UGent)

(2022) 2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr). In IEEE Conference on Computational Intelligence for Financial Engineering and Economics CIFEr

Academic Bibliography

dr. ir. Sander Noels

What large language models do not talk about : an empirical study of moderation and censorship practices

Modern accounting in the age of artificial intelligence

A Dutch financial large language model

Persuasion with large language models : a survey

Large language models reflect the ideology of their creators

TopoLedgerBERT : topological learning of ledger description embeddings using siamese BERT-networks

Automated financial analysis using GPT-4

An efficient graph-based peer selection method for financial statements

An earth mover's distance based graph distance metric for financial statements

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