Towards Automated Auditing with Machine Learning. - Rafet Sifa; Anna Ladi; Maren Pielka; Rajkumar Ramamurthy; Lars Patrick Hillebrand; Birgit Kirsch; David Biesner; Robin Stenzel; Thiago Bell; Max Lübbering; Ulrich Nütten; Christian Bauckhage; et al. (DocEng, 2019)

ALiBERT: improved automated list inspection (ALI) with BERT. - Rajkumar Ramamurthy; Maren Pielka; Robin Stenzel; Christian Bauckhage; Rafet Sifa; Tim Dilmaghani Khameneh; Ulrich Warning; Bernd Kliem; Rüdiger Loitz (DocEng, 2021)

Towards automating Numerical Consistency Checks in Financial Reports. - Lars Patrick Hillebrand; Tobias Deußer; Tim Dilmaghani Khameneh; Bernd Kliem; Rüdiger Loitz; Christian Bauckhage; Rafet Sifa (IEEE Big Data, 2022)

Solving Subset Sum Problems using Quantum Inspired Optimization Algorithms with Applications in Auditing and Financial Data Analysis. - David Biesner; Thore Gerlach; Christian Bauckhage; Bernd Kliem; Rafet Sifa (ICMLA, 2022)

Zero-Shot Text Matching for Automated Auditing using Sentence Transformers. - David Biesner; Maren Pielka; Rajkumar Ramamurthy; Tim Dilmaghani Khameneh; Bernd Kliem; Rüdiger Loitz; Rafet Sifa (ICMLA, 2022)

KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports. - Lars Patrick Hillebrand; Tobias Deußer; Tim Dilmaghani Khameneh; Bernd Kliem; Rüdiger Loitz; Christian Bauckhage; Rafet Sifa (ICPR, 2022)

Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models. - 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 (IEEE Big Data, 2023)

Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models. - Tobias Deußer; David Leonhard; Lars Hillebrand; Armin Berger; Mohamed Khaled; Sarah Heiden; Tim Dilmaghani Khameneh; Bernd Kliem; Rüdiger Loitz; Christian Bauckhage; Rafet Sifa (IEEE Big Data, 2023)

Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models. - Lars Hillebrand; Armin Berger; Tobias Deußer; Tim Dilmaghani Khameneh; Mohamed Khaled; Bernd Kliem; Rüdiger Loitz; Maren Pielka; David Leonhard; Christian Bauckhage; Rafet Sifa (DocEng, 2023)

sustain.AI: a Recommender System to analyze Sustainability Reports. - 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 (ICAIL, 2023)

Contradiction Detection in Financial Reports. - Tobias Deußer; Maren Pielka; Lisa Pucknat; Basil Jacob; Tim Dilmaghani Khameneh; Mahdis Nourimand; Bernd Kliem; Rüdiger Loitz; Christian Bauckhage; Rafet Sifa (NLDL, 2023)

Advancing Risk and Quality Assurance: A RAG Chatbot for Improved Regulatory Compliance. - Lars Hillebrand; Armin Berger; Daniel Uedelhoven; David Berghaus; Ulrich Warning; Tim Dilmaghani Khameneh; Bernd Kliem; Thomas Schmid; Rüdiger Loitz; Rafet Sifa (IEEE Big Data, 2024)