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

Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules. - Maren Pielka; Svetlana Schmidt; Rafet Sifa (IEEE Big Data, 2023)

Towards Linguistically Informed Multi-objective Transformer Pre-training for Natural Language Inference. - Maren Pielka; Svetlana Schmidt; Lisa Pucknat; Rafet Sifa (ECIR (2), 2023)

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