Tobias Deußer

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 20

Top Topics

Financial Reports

Top Venues

Publications

Tobias Deußer, Lars Hillebrand, Christian Bauckhage, Rafet Sifa
Informed Named Entity Recognition Decoding for Generative Language Models. CoRR (2023)
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
sustain.AI: a Recommender System to analyze Sustainability Reports. ICAIL (2023)
Lars Hillebrand, Armin Berger, Tobias Deußer, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Maren Pielka, David Leonhard, Christian Bauckhage, Rafet Sifa
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models. DocEng (2023)
Tobias Deußer, David Leonhard, Lars Hillebrand, Armin Berger, Mohamed Khaled, Sarah Heiden, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models. BigData (2023)
Lars Hillebrand, Armin Berger, Tobias Deußer, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Maren Pielka, David Leonhard, Christian Bauckhage, Rafet Sifa
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models. CoRR (2023)
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
sustain.AI: a Recommender System to analyze Sustainability Reports. CoRR (2023)
Tobias Deußer, Cong Zhao, Wolfgang Krämer, David Leonhard, Christian Bauckhage, Rafet Sifa
Controlled Randomness Improves the Performance of Transformer Models. CoRR (2023)
Syed Musharraf Ali, Tobias Deußer, Sebastian Houben, Lars Patrick Hillebrand, Tim Metzler, Rafet Sifa
Automatic Consistency Checking of Table and Text in Financial Documents. NLDL (2023)
Tobias Deußer, Cong Zhao, Wolfgang Krämer, David Leonhard, Christian Bauckhage, Rafet Sifa
Controlled Randomness Improves the Performance of Transformer Models. ICMLA (2023)
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
Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models. BigData (2023)
Tobias Deußer, Maren Pielka, Lisa Pucknat, Basil Jacob, Tim Dilmaghani Khameneh, Mahdis Nourimand, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
Contradiction Detection in Financial Reports. NLDL (2023)
Tobias Deußer, Syed Musharraf Ali, Lars Patrick Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents. ICMLA (2022)
Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
Towards automating Numerical Consistency Checks in Financial Reports. CoRR (2022)
Clayton Leroy Chapman, Lars Patrick Hillebrand, Marc Robin Stenzel, Tobias Deußer, David Biesner, Christian Bauckhage, Rafet Sifa
Towards Generating Financial Reports from Tabular Data Using Transformers. CD-MAKE (2022)
Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports. ICPR (2022)
Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports. CoRR (2022)
Maren Pielka, Felix Rode, Lisa Pucknat, Tobias Deußer, Rafet Sifa
A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives. CoRR (2022)
Tobias Deußer, Syed Musharraf Ali, Lars Patrick Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents. CoRR (2022)
Maren Pielka, Felix Rode, Lisa Pucknat, Tobias Deußer, Rafet Sifa
A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives. ICMLA (2022)
Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
Towards automating Numerical Consistency Checks in Financial Reports. Big Data (2022)