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Maren Pielka
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2020 – today
- 2023
- [c20]Maren Pielka, Svetlana Schmidt, Rafet Sifa:
Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules. IEEE Big Data 2023: 4684-4692 - [c19]Lars Hillebrand
, Armin Berger
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models. DocEng 2023: 9:1-9:4 - [c18]Maren Pielka, Svetlana Schmidt, Lisa Pucknat, Rafet Sifa:
Towards Linguistically Informed Multi-objective Transformer Pre-training for Natural Language Inference. ECIR (2) 2023: 553-561 - [c17]Lars Hillebrand
sustain.AI: a Recommender System to analyze Sustainability Reports. ICAIL 2023: 412-416 - [c16]Tobias Deußer
Contradiction Detection in Financial Reports. NLDL 2023 - [c15]Mohammad Majd Saad Al Deen, Maren Pielka, Jörn Hees, Bouthaina Soulef Abdou, Rafet Sifa:
Improving Natural Language Inference in Arabic Using Transformer Models and Linguistically Informed Pre-Training. SSCI 2023: 318-322 - [i7]Lars Patrick Hillebrand, Maren Pielka, David Leonhard, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Milad Morad
sustain.AI: a Recommender System to analyze Sustainability Reports. CoRR abs/2305.08711 (2023) - [i6]Mohammad Majd Saad Al Deen, Maren Pielka, Jörn Hees, Bouthaina Soulef Abdou, Rafet Sifa:
Improving Natural Language Inference in Arabic using Transformer Models and Linguistically Informed Pre-Training. CoRR abs/2307.14666 (2023) - [i5]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 abs/2308.06111 (2023) - [i4]Maren Pielka, Svetlana Schmidt, Rafet Sifa:
Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules. CoRR abs/2310.14732 (2023) - 2022
- [j1]David Biesner
Anonymization of German financial documents using neural network-based language models with contextual word representations. Int. J. Data Sci. Anal. 13(2): 151-161 (2022) - [c14]Max Lübbering, Maren Pielka, Ilhamcengiz Henk, Rafet Sifa:
Datastack: Unification of Heterogeneous Machine Learning Dataset Interfaces. ICDE Workshops 2022: 66-69 - [c13]David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Rafet Sifa:
Zero-Shot Text Matching for Automated Auditing using Sentence Transformers. ICMLA 2022: 1637-1642 - [c12]Maren Pielka, Felix Rode, Lisa Pucknat, Tobias Deußer
A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives. ICMLA 2022: 1649-1653 - [c11]Lisa Pucknat, Maren Pielka, Rafet Sifa:
Towards Informed Pre-Training for Critical Error Detection in English-German. LWDA 2022: 104-110 - [i3]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 abs/2210.10434 (2022) - [i2]David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Rafet Sifa:
Zero-Shot Text Matching for Automated Auditing using Sentence Transformers. CoRR abs/2211.07716 (2022) - [i1]Maren Pielka, Svetlana Schmidt, Lisa Pucknat, Rafet Sifa:
Towards Linguistically Informed Multi-Objective Pre-Training for Natural Language Inference. CoRR abs/2212.07428 (2022) - 2021
- [c10]Rajkumar Ramamurthy, Maren Pielka, Robin Stenzel, Christian Bauckhage, Rafet Sifa, Tim Dilmaghani Khameneh, Ulrich Warning, Bernd Kliem, Rüdiger Loitz:
ALiBERT: improved automated list inspection (ALI) with BERT. DocEng 2021: 20:1-20:4 - [c9]Max Lübbering, Maren Pielka, Kajaree Das, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa:
Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis. ESANN 2021 - [c8]Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Maren Pielka, Christian Bauckhage, Rafet Sifa:
Utilizing Representation Learning for Robust Text Classification Under Datasetshift. LWDA 2021: 157-162 - [c7]Lisa Pucknat, Maren Pielka, Rafet Sifa:
Detecting Contradictions in German Text: A Comparative Study. SSCI 2021: 1-7 - [c6]Rajkumar Ramamurthy, Max Lübbering, Thiago Bell, Michael Gebauer, Bilge Ulusay, Daniel Uedelhoven, Tim Dilmaghani Khameneh, Rüdiger Loitz, Maren Pielka, Christian Bauckhage, Rafet Sifa:
Automatic Indexing of Financial Documents via Information Extraction. SSCI 2021: 1-5 - 2020
- [c5]Izel Çavusoglu, Maren Pielka, Rafet Sifa:
Adapting Established Text Representations for Predicting Review Sentiment in Turkish. DSAA 2020: 755-756 - [c4]Maren Pielka, Rafet Sifa, Lars Patrick Hillebrand, David Biesner, Rajkumar Ramamurthy, Anna Ladi, Christian Bauckhage:
Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks. ICPR 2020: 6696-6701
2010 – 2019
- 2019
- [c3]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:
Towards Automated Auditing with Machine Learning. DocEng 2019: 41:1-41:4 - [c2]Maren Pielka, Rafet Sifa, Rajkumar Ramamurthy, César Ojeda, Christian Bauckhage:
A Community Detection Based Approach for Exploring Patterns in Player Reviews. IntelliSys (1) 2019: 553-565 - [c1]Rafet Sifa, Maren Pielka, Rajkumar Ramamurthy, Anna Ladi, Lars Patrick Hillebrand, Christian Bauckhage:
Towards Contradiction Detection in German: a Translation-Driven Approach. SSCI 2019: 2497-2505
Coauthor Index
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