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Tobias Deußer
Observed names:
Deußer, Tobias,
Deußer, Tobias Kurt Stefan,
Tobias Deuser,
Tobias Deusser
Institutions:
University of Bonn,
Lamarr Institute for Machine Learning and Artificial Intelligence
Observed institutions:
University of Bonn,
Fraunhofer Institute for Intelligent Analysis and Information Systems,
Lamarr Institute for Machine Learning and Artificial Intelligence
ORCID:
0000-0003-4685-0847
Observed ORCID:
0000-0003-4685-0847
OpenAlex ID:
A5003368121
Evaluating and Benchmarking the System One Model Jev
2026
·
Deußer, Tobias
, Ramamurthy, Rajkumar
, et al.
·
arXiv (Cornell University)
·
56
PDF
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports
2022
·
Lars Hillebrand
, Tobias Deuser
, et al.
·
Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
·
51
PDF
Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models
2023
·
Armin Berger
, Lars Hillebrand
, et al.
·
IEEE International Conference on Big Data (BigData)
·
47
PDF
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models
2023
·
Lars Hillebrand
, Armin Berger
, et al.
·
ACM Symposium on Document Engineering (DocEng)
·
33
PDF
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents
2022
·
Tobias Deußer
, Syed Musharraf Ali
, et al.
·
International Conference on Machine Learning and Applications
·
22
PDF
Contradiction Detection in Financial Reports
2023
·
Tobias Deußer
, Maren Pielka
, et al.
·
Proceedings of the Northern Lights Deep Learning Workshop
·
20
PDF
sustain.AI
2023
·
Lars Hillebrand
, Maren Pielka
, et al.
·
International Conference on Artificial Intelligence and Law
·
14
PDF
Towards automating Numerical Consistency Checks in Financial Reports
2022
·
Lars Hillebrand
, Tobias Deuser
, et al.
·
IEEE International Conference on Big Data (BigData)
·
14
PDF
Informed Named Entity Recognition Decoding for Generative Language Models
2024
·
Tobias Deußer
, Lars Hillebrand
, et al.
·
IEEE International Conference on Big Data (BigData)
·
13
PDF
Small and Fast LLMs on Commodity Hardware: Post-Training Quantization in llama. cpp
2025
·
Lorenz Sparrenberg
, Tobias Deußer
, et al.
·
IEEE International Conference on Data Science and Advanced Analytics (DSAA)
·
11
A Comparative Study of Large Language Models for Named Entity Recognition in the Legal Domain
2024
·
Tobias Deußer
, Cong Zhao
, et al.
·
IEEE International Conference on Big Data (BigData)
·
9
Advancing Personalized Medicine: A Scalable LLM-based Recommender System for Patient Matching
2024
·
Armin Berger
, David Berghaus
, et al.
·
IEEE International Conference on Big Data (BigData)
·
9
A Survey on Current Trends and Recent Advances in Text Anonymization
2025
·
Tobias Deußer
, Lorenz Sparrenberg
, et al.
·
IEEE International Conference on Data Science and Advanced Analytics (DSAA)
·
8
Correcting Systematic Bias in LLM-Generated Dialogues Using Big Five Personality Traits
2024
·
Lorenz Sparrenberg
, Tobias Schneider
, et al.
·
IEEE International Conference on Big Data (BigData)
·
8
Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models
2023
·
Tobias Deußer
, David Leonhard
, et al.
·
IEEE International Conference on Big Data (BigData)
·
8
A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives
2022
·
Maren Pielka
, Felix Rode
, et al.
·
International Conference on Machine Learning and Applications
·
8
PDF
Towards Generating Financial Reports from Tabular Data Using Transformers
2022
·
Clayton Leroy Chapman
, Lars Hillebrand
, et al.
·
Lecture notes in computer science
·
7
A Survey on Current Trends and Recent Advances in Text Anonymization
2025
·
Deußer, Tobias
, Sparrenberg, Lorenz
, et al.
·
arXiv (Cornell University)
·
6
PDF
Automatic Consistency Checking of Table and Text in Financial Documents
2023
·
Syed Musharraf Ali
, Tobias Deußer
, et al.
·
Proceedings of the Northern Lights Deep Learning Workshop
·
6
PDF
Reasoning LLMs in the Medical Domain: A Literature Survey
2025
·
Armin Berger
, Sarthak Khanna
, et al.
·
IEEE International Conference on Data Science and Advanced Analytics (DSAA)
·
5
ArDia: Improving Arabic Dialectal Language Classification Using a Novel Dataset
2025
·
Hossam Elsafty
, Bouthaina Abdou
, et al.
·
Proceedings of the International AAAI Conference on Web and Social Media
·
4
PDF
Fusing Speech and Language Models for Dementia Detection
2024
·
Tobias Deußer
, Abdul Mohsin Siddiqi
, et al.
·
IEEE International Conference on Big Data (BigData)
·
4
Leveraging Large Language Models for Few-Shot KPI Extraction from Financial Reports
2024
·
Tobias Deußer
, Cong Zhao
, et al.
·
IEEE International Conference on Big Data (BigData)
·
4
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models
2023
·
Hillebrand, Lars
, Berger, Armin
, et al.
·
arXiv (Cornell University)
·
4
PDF
Automating translation checks of financial documents using large language models
2025
·
Maren Pielka
, Max Hahnbück
, et al.
·
Language Resources and Evaluation
·
3
PDF
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Works count:
57
Citation count:
386
H-index:
10
I10-index:
10
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