Maren Pielka
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
9
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ECIR | Improving Language Model Performance by Training on Prototypical Contradictions. | Maren Pielka, Marie-Christin Freischlad, Svetlana Schmidt, Rafet Sifa |
| 2025 | ICWSM | ArDia: Improving Arabic Dialectal Language Classification Using a Novel Dataset. | Hossam Elsafty, Bouthaina Abdou, Tobias Deuer, Maren Pielka, Christian Bauckhage, Rafet Sifa |
| 2023 | DocEng | Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models. | Lars Hillebrand, Armin Berger, Tobias Deuer, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rdiger Loitz, Maren Pielka, David Leonhard, Christian Bauckhage, Rafet Sifa |
| 2023 | ECIR | Towards Linguistically Informed Multi-objective Transformer Pre-training for Natural Language Inference. | Maren Pielka, Svetlana Schmidt, Lisa Pucknat, Rafet Sifa |
| 2023 | ICAIL | sustain.AI: a Recommender System to analyze Sustainability Reports. | Lars Hillebrand, Maren Pielka, David Leonhard, Tobias Deuer, Tim Dilmaghani Khameneh, Bernd Kliem, Rdiger Loitz, Milad Morad, Christian Temath, Thiago Bell, Robin Stenzel, Rafet Sifa |
| 2022 | ICDE | Datastack: Unification of Heterogeneous Machine Learning Dataset Interfaces. | Max Lbbering, Maren Pielka, Ilhamcengiz Henk, Rafet Sifa |
| 2022 | ICMLA | Zero-Shot Text Matching for Automated Auditing using Sentence Transformers. | David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani Khameneh, Bernd Kliem, Rdiger Loitz, Rafet Sifa |
| 2022 | ICMLA | A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives. | Maren Pielka, Felix Rode, Lisa Pucknat, Tobias Deuer, Rafet Sifa |
| 2021 | DocEng | 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, Rdiger Loitz |
| 2021 | ESANN | Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis. | Max Lbbering, Maren Pielka, Kajaree Das, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa |
| 2020 | DSAA | Adapting Established Text Representations for Predicting Review Sentiment in Turkish. | Izel avusoglu, Maren Pielka, Rafet Sifa |
| 2020 | ICPR | 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 |
| 2019 | DocEng | 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 Lbbering, Ulrich Ntten, Christian Bauckhage, Ulrich Warning, Benedikt Frst, Tim Dilmaghani Khameneh, Daniel Thom, Ilgar Huseynov, Roland Kahlert, Jennifer Schlums, Hisham Ismail, Bernd Kliem, Rdiger Loitz |