Maren Pielka

35 papers A 1B 10C 3Journal 10Unranked 11
YearRankTypeTitle / Venue / Authors
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 — conf
Improving Language Model Performance by Training on Prototypical Contradictions.
ECIR (3)
Maren Pielka, Marie-Christin Freischlad, Svetlana Schmidt, 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
Insights About Causality Detection in Financial Text - Towards an Informed Approach.
IEEE Big Data
Maren Pielka, Rafet Sifa
2024 B conf
[Vision Paper] PRObot: Enhancing Patient-Reported Outcome Measures for Diabetic Retinopathy using Chatbots and Generative AI.
IEEE Big Data
Maren Pielka, Tobias Schneider, Jan H. Terheyden, Rafet Sifa
2024 J jnl
[Vision Paper] PRObot: Enhancing Patient-Reported Outcome Measures for Diabetic Retinopathy using Chatbots and Generative AI.
CoRR
Maren Pielka, Tobias Schneider, Jan H. Terheyden, 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 B conf
Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules.
IEEE Big Data
Maren Pielka, Svetlana Schmidt, Rafet Sifa
2023 J jnl
Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules.
CoRR
Maren Pielka, Svetlana Schmidt, Rafet Sifa
2023 — conf
Improving Natural Language Inference in Arabic Using Transformer Models and Linguistically Informed Pre-Training.
SSCI
Mohammad Majd Saad Al Deen, Maren Pielka, Jörn Hees, Bouthaina Soulef Abdou, Rafet Sifa
2023 J jnl
Improving Natural Language Inference in Arabic using Transformer Models and Linguistically Informed Pre-Training.
CoRR
Mohammad Majd Saad Al Deen, Maren Pielka, Jörn Hees, Bouthaina Soulef Abdou, 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 — conf
Towards Linguistically Informed Multi-objective Transformer Pre-training for Natural Language Inference.
ECIR (2)
Maren Pielka, Svetlana Schmidt, Lisa Pucknat, 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 J jnl
Anonymization of German financial documents using neural network-based language models with contextual word representations.
Int. J. Data Sci. Anal.
David Biesner, Rajkumar Ramamurthy, Robin Stenzel, Max Lübbering, Lars Patrick Hillebrand, Anna Ladi, Maren Pielka, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022 — conf
Datastack: Unification of Heterogeneous Machine Learning Dataset Interfaces.
ICDE Workshops
Max Lübbering, Maren Pielka, Ilhamcengiz Henk, Rafet Sifa
2022 — conf
Towards Informed Pre-Training for Critical Error Detection in English-German.
LWDA
Lisa Pucknat, Maren Pielka, Rafet Sifa
2022 J jnl
Towards Linguistically Informed Multi-Objective Pre-Training for Natural Language Inference.
CoRR
Maren Pielka, Svetlana Schmidt, Lisa Pucknat, Rafet Sifa
2022 C conf
Zero-Shot Text Matching for Automated Auditing using Sentence Transformers.
ICMLA
David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Rafet Sifa
2022 J jnl
Zero-Shot Text Matching for Automated Auditing using Sentence Transformers.
CoRR
David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Rafet Sifa
2021 B conf
ALiBERT: improved automated list inspection (ALI) with BERT.
DocEng
Rajkumar Ramamurthy, Maren Pielka, Robin Stenzel, Christian Bauckhage, Rafet Sifa, Tim Dilmaghani Khameneh, Ulrich Warning, Bernd Kliem, Rüdiger Loitz
2021 — conf
Automatic Indexing of Financial Documents via Information Extraction.
SSCI
Rajkumar Ramamurthy, Max Lübbering, Thiago Bell, Michael Gebauer, Bilge Ulusay, Daniel Uedelhoven, Tim Dilmaghani Khameneh, Rüdiger Loitz, Maren Pielka, Christian Bauckhage, Rafet Sifa
2021 — conf
Detecting Contradictions in German Text: A Comparative Study.
SSCI
Lisa Pucknat, Maren Pielka, Rafet Sifa
2021 B conf
Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis.
ESANN
Max Lübbering, Maren Pielka, Kajaree Das, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2021 — conf
Utilizing Representation Learning for Robust Text Classification Under Datasetshift.
LWDA
Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Maren Pielka, Christian Bauckhage, Rafet Sifa
2020 B conf
Adapting Established Text Representations for Predicting Review Sentiment in Turkish.
DSAA
Izel Çavusoglu, Maren Pielka, Rafet Sifa
2020 B conf
Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks.
ICPR
Maren Pielka, Rafet Sifa, Lars Patrick Hillebrand, David Biesner, Rajkumar Ramamurthy, Anna Ladi, Christian Bauckhage
2019 — conf
A Community Detection Based Approach for Exploring Patterns in Player Reviews.
IntelliSys (1)
Maren Pielka, Rafet Sifa, Rajkumar Ramamurthy, César Ojeda, Christian Bauckhage
2019 B conf
Towards Automated Auditing with Machine Learning.
DocEng
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, Ulrich Warning, Benedikt Fürst, Tim Dilmaghani Khameneh, Daniel Thom, Ilgar Huseynov, Roland Kahlert, Jennifer Schlums, Hisham Ismail, Bernd Kliem, Rüdiger Loitz
2019 — conf
Towards Contradiction Detection in German: a Translation-Driven Approach.
SSCI
Rafet Sifa, Maren Pielka, Rajkumar Ramamurthy, Anna Ladi, Lars Patrick Hillebrand, Christian Bauckhage