Tobias Deußer

39 papers A 1B 18C 5Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
A Survey on Current Trends and Recent Advances in Text Anonymization.
DSAA
Tobias Deußer, Lorenz Sparrenberg, Armin Berger, Max Hahnbück, Christian Bauckhage, Rafet Sifa
2025 J jnl
A Survey on Current Trends and Recent Advances in Text Anonymization.
CoRR
Tobias Deußer, Lorenz Sparrenberg, Armin Berger, Max Hahnbück, Christian Bauckhage, Rafet Sifa
2025 A conf
ArDia: Improving Arabic Dialectal Language Classification Using a Novel Dataset.
ICWSM
Hossam Elsafty, Bouthaina Abdou, Tobias Deußer, Maren Pielka, Christian Bauckhage, Rafet Sifa
2025 J jnl
Automating translation checks of financial documents using large language models.
Lang. Resour. Evaluation
Maren Pielka, Max Hahnbück, Tobias Deußer, Daniel Uedelhoven, Moinam Chatterjee, Vijul Shah, Osama Soliman, Jannis von der Bank, Writwick Das, Maria Chiara Talarico, Cong Zhao, Carolina Held Celis, Christian Temath, Rafet Sifa
2025 B conf
Leveraging Synthetically Generated Data for Real Estate Document Classification.
IEEE Big Data
Tobias Deußer, Gregor Ramien, Nico Weber, Maximilian Meidinger, Max Hahnbück, Christian Bauckhage, Rafet Sifa
2025 B conf
Reasoning LLMs in the Medical Domain: A Literature Survey.
DSAA
Armin Berger, Sarthak Khanna, Lorenz Sparrenberg, Tobias Deußer, David Berghaus, Rafet Sifa
2025 — conf
Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models.
COLING (Industry)
Tobias Deußer, Max Hahnbück, Tobias Uelwer, Cong Zhao, Christian Bauckhage, Rafet Sifa
2025 B conf
Small and Fast LLMs on Commodity Hardware: Post-Training Quantization in llama. cpp.
DSAA
Lorenz Sparrenberg, Tobias Deußer, Armin Berger, Rafet Sifa
2025 J jnl
Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models.
CoRR
Armin Berger, Lars Hillebrand, David Leonhard, Tobias Deußer, Thiago Bell Felix de Oliveira, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2025 B conf
Towards Uncertainty-Aware Low-Bit Quantized LLMs for On-Device Inference.
IEEE Big Data
Lorenz Sparrenberg, Tobias Schneider, Tobias Deußer, Armin Berger, Rafet Sifa
2025 B conf
Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal Attention.
DSAA
Sarthak Khanna, Armin Berger, David Berghaus, Tobias Deußer, Lorenz Sparrenberg, Rafet Sifa
2025 J jnl
Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal Attention.
CoRR
Sarthak Khanna, Armin Berger, David Berghaus, Tobias Deußer, Lorenz Sparrenberg, Rafet Sifa
2024 B conf
A Comparative Study of Large Language Models for Named Entity Recognition in the Legal Domain.
IEEE Big Data
Tobias Deußer, Cong Zhao, Lorenz Sparrenberg, Daniel Uedelhoven, Armin Berger, Maren Pielka, Lars Hillebrand, Christian Bauckhage, Rafet Sifa
2024 B conf
Advancing Personalized Medicine: A Scalable LLM-based Recommender System for Patient Matching.
IEEE Big Data
Armin Berger, David Berghaus, Ali Hamza Bashir, Lorenz Grigull, Lara Fendrich, Tom Anglim Lagones, Henriette Högl, Gundula Ernst, Ralf Schmidt, David Bascom, Tobias Deußer, Thiago Bell, Max Lübbering, Rafet Sifa
2024 B conf
Correcting Systematic Bias in LLM-Generated Dialogues Using Big Five Personality Traits.
IEEE Big Data
Lorenz Sparrenberg, Tobias Schneider, Tobias Deußer, Markus Koppenborg, Rafet Sifa
2024 B conf
Fusing Speech and Language Models for Dementia Detection.
IEEE Big Data
Tobias Deußer, Abdul Mohsin Siddiqi, Lorenz Sparrenberg, Tobias Adams, Christian Bauckhage, Rafet Sifa
2024 B conf
Informed Named Entity Recognition Decoding for Generative Language Models.
IEEE Big Data
Tobias Deußer, Lars Hillebrand, Christian Bauckhage, Rafet Sifa
2024 B conf
Leveraging Large Language Models for Few-Shot KPI Extraction from Financial Reports.
IEEE Big Data
Tobias Deußer, Cong Zhao, Daniel Uedelhoven, Lorenz Sparrenberg, Lars Hillebrand, Christian Bauckhage, Rafet Sifa
2024 B conf
Optimizing Rare Disease Patient Matching with Large Language Models.
IEEE Big Data
Armin Berger, Ali Hamza Bashir, David Berghaus, Mowmita, Nazia Afsan, Lorenz Grigull, Lara Fendrich, Henriette Högl, Gundula Ernst, Ralf Schmidt, David Bascom, Tom Anglim Lagones, Tobias Deußer, Thiago Bell, Max Lübbering, Rafet Sifa
2023 — conf
Automatic Consistency Checking of Table and Text in Financial Documents.
NLDL
Syed Musharraf Ali, Tobias Deußer, Sebastian Houben, Lars Patrick Hillebrand, Tim Metzler, Rafet Sifa
2023 — conf
Contradiction Detection in Financial Reports.
NLDL
Tobias Deußer, Maren Pielka, Lisa Pucknat, Basil Jacob, Tim Dilmaghani Khameneh, Mahdis Nourimand, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2023 C conf
Controlled Randomness Improves the Performance of Transformer Models.
ICMLA
Tobias Deußer, Cong Zhao, Wolfgang Krämer, David Leonhard, Christian Bauckhage, Rafet Sifa
2023 J jnl
Controlled Randomness Improves the Performance of Transformer Models.
CoRR
Tobias Deußer, Cong Zhao, Wolfgang Krämer, David Leonhard, Christian Bauckhage, Rafet Sifa
2023 B conf
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models.
DocEng
Lars Hillebrand, Armin Berger, Tobias Deußer, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Maren Pielka, David Leonhard, Christian Bauckhage, Rafet Sifa
2023 J jnl
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models.
CoRR
Lars Hillebrand, Armin Berger, Tobias Deußer, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Maren Pielka, David Leonhard, Christian Bauckhage, Rafet Sifa
2023 J jnl
Informed Named Entity Recognition Decoding for Generative Language Models.
CoRR
Tobias Deußer, Lars Hillebrand, Christian Bauckhage, Rafet Sifa
2023 B conf
Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models.
IEEE Big Data
Armin Berger, Lars Hillebrand, David Leonhard, Tobias Deußer, Thiago Bell Felix de Oliveira, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2023 B conf
Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models.
IEEE Big Data
Tobias Deußer, David Leonhard, Lars Hillebrand, Armin Berger, Mohamed Khaled, Sarah Heiden, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2023 C conf
sustain.AI: a Recommender System to analyze Sustainability Reports.
ICAIL
Lars Hillebrand, Maren Pielka, David Leonhard, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Milad Morad, Christian Temath, Thiago Bell, Robin Stenzel, Rafet Sifa
2023 J jnl
sustain.AI: a Recommender System to analyze Sustainability Reports.
CoRR
Lars Patrick Hillebrand, Maren Pielka, David Leonhard, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Milad Morad, Christian Temath, Thiago Bell, Robin Stenzel, Rafet Sifa
2022 C conf
A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives.
ICMLA
Maren Pielka, Felix Rode, Lisa Pucknat, Tobias Deußer, Rafet Sifa
2022 J jnl
A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives.
CoRR
Maren Pielka, Felix Rode, Lisa Pucknat, Tobias Deußer, Rafet Sifa
2022 B conf
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports.
ICPR
Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022 J jnl
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports.
CoRR
Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022 C conf
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents.
ICMLA
Tobias Deußer, Syed Musharraf Ali, Lars Patrick Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa
2022 J jnl
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents.
CoRR
Tobias Deußer, Syed Musharraf Ali, Lars Patrick Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa
2022 C conf
Towards Generating Financial Reports from Tabular Data Using Transformers.
CD-MAKE
Clayton Leroy Chapman, Lars Patrick Hillebrand, Marc Robin Stenzel, Tobias Deußer, David Biesner, Christian Bauckhage, Rafet Sifa
2022 B conf
Towards automating Numerical Consistency Checks in Financial Reports.
IEEE Big Data
Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022 J jnl
Towards automating Numerical Consistency Checks in Financial Reports.
CoRR
Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa