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)

A Community Detection Based Approach for Exploring Patterns in Player Reviews. - Maren Pielka; Rafet Sifa; Rajkumar Ramamurthy; César Ojeda; Christian Bauckhage (IntelliSys (1), 2019)

Towards Contradiction Detection in German: a Translation-Driven Approach. - Rafet Sifa; Maren Pielka; Rajkumar Ramamurthy; Anna Ladi; Lars Patrick Hillebrand; Christian Bauckhage (SSCI, 2019)

Adapting Established Text Representations for Predicting Review Sentiment in Turkish. - Izel Çavusoglu; Maren Pielka; Rafet Sifa (DSAA, 2020)

Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks. - Maren Pielka; Rafet Sifa; Lars Patrick Hillebrand; David Biesner; Rajkumar Ramamurthy; Anna Ladi; Christian Bauckhage (ICPR, 2020)

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)

Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis. - Max Lübbering; Maren Pielka; Kajaree Das; Michael Gebauer; Rajkumar Ramamurthy; Christian Bauckhage; Rafet Sifa (ESANN, 2021)

Utilizing Representation Learning for Robust Text Classification Under Datasetshift. - Max Lübbering; Michael Gebauer; Rajkumar Ramamurthy; Maren Pielka; Christian Bauckhage; Rafet Sifa (LWDA, 2021)

Detecting Contradictions in German Text: A Comparative Study. - Lisa Pucknat; Maren Pielka; Rafet Sifa (SSCI, 2021)

Automatic Indexing of Financial Documents via Information Extraction. - Rajkumar Ramamurthy; Max Lübbering; Thiago Bell; Michael Gebauer; Bilge Ulusay; Daniel Uedelhoven; Tim Dilmaghani Khameneh; Rüdiger Loitz; Maren Pielka; Christian Bauckhage; Rafet Sifa (SSCI, 2021)

Datastack: Unification of Heterogeneous Machine Learning Dataset Interfaces. - Max Lübbering; Maren Pielka; Ilhamcengiz Henk; Rafet Sifa (ICDE Workshops, 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)

A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives. - Maren Pielka; Felix Rode; Lisa Pucknat; Tobias Deußer; Rafet Sifa (ICMLA, 2022)

Towards Informed Pre-Training for Critical Error Detection in English-German. - Lisa Pucknat; Maren Pielka; Rafet Sifa (LWDA, 2022)

Towards Linguistically Informed Multi-Objective Pre-Training for Natural Language Inference. - Maren Pielka; Svetlana Schmidt; Lisa Pucknat; Rafet Sifa (CoRR, 2022)

Anonymization of German financial documents using neural network-based language models with contextual word representations. - David Biesner; Rajkumar Ramamurthy; Robin Stenzel; Max Lübbering; Lars Patrick Hillebrand; Anna Ladi; Maren Pielka; Rüdiger Loitz; Christian Bauckhage; Rafet Sifa (Int. J. Data Sci. Anal., 2022)

Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules. - Maren Pielka; Svetlana Schmidt; 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)

Towards Linguistically Informed Multi-objective Transformer Pre-training for Natural Language Inference. - Maren Pielka; Svetlana Schmidt; Lisa Pucknat; Rafet Sifa (ECIR (2), 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)

Improving Natural Language Inference in Arabic Using Transformer Models and Linguistically Informed Pre-Training. - Mohammad Majd Saad Al Deen; Maren Pielka; Jörn Hees; Bouthaina Soulef Abdou; Rafet Sifa (SSCI, 2023)

A Comparative Study of Large Language Models for Named Entity Recognition in the Legal Domain. - Tobias Deußer; Cong Zhao; Lorenz Sparrenberg; Daniel Uedelhoven; Armin Berger; Maren Pielka; Lars Hillebrand; Christian Bauckhage; Rafet Sifa (IEEE Big Data, 2024)

Insights About Causality Detection in Financial Text - Towards an Informed Approach. - Maren Pielka; Rafet Sifa (IEEE Big Data, 2024)

[Vision Paper] PRObot: Enhancing Patient-Reported Outcome Measures for Diabetic Retinopathy using Chatbots and Generative AI. - Maren Pielka; Tobias Schneider; Jan Terheyden; Rafet Sifa (IEEE Big Data, 2024)

Improving Language Model Performance by Training on Prototypical Contradictions. - Maren Pielka; Marie-Christin Freischlad; Svetlana Schmidt; Rafet Sifa (ECIR (3), 2025)

ArDia: Improving Arabic Dialectal Language Classification Using a Novel Dataset. - Hossam Elsafty; Bouthaina Abdou; Tobias Deußer; Maren Pielka; Christian Bauckhage; Rafet Sifa (ICWSM, 2025)