STEREO: A Pipeline for Extracting Experiment Statistics, Conditions, and Topics from Scientific Papers. - Steffen Epp; Marcel Hoffmann 002; Nicolas Lell; Michael Mohr; Ansgar Scherp (iiWAS, 2021)

A Machine Learning Pipeline for Automatic Extraction of Statistic Reports and Experimental Conditions from Scientific Papers. - Steffen Epp; Marcel Hoffmann 002; Nicolas Lell; Michael Mohr; Ansgar Scherp (CoRR, 2021)

Reducing a Set of Regular Expressions and Analyzing Differences of Domain-specific Statistic Reporting. - Tobias Kalmbach; Marcel Hoffmann 002; Nicolas Lell; Ansgar Scherp (CoRR, 2022)

A Study on Extracting Named Entities from Fine-tuned vs. Differentially Private Fine-tuned BERT Models. - Andor Diera; Nicolas Lell; Aygul Garifullina; Ansgar Scherp (CoRR, 2022)

Extracting Experiment Statistics, Conditions, and Topics from Scientific Papers with STEREO. - Steffen Epp; Marcel Hoffmann 002; Nicolas Lell; Michael Mohr; Ansgar Scherp (J. Data Intell., 2022)

Memorization of Named Entities in Fine-Tuned BERT Models. - Andor Diera; Nicolas Lell; Aygul Garifullina; Ansgar Scherp (CD-MAKE, 2023)

The Split Matters: Flat Minima Methods for Improving the Performance of GNNs. - Nicolas Lell; Ansgar Scherp (CD-MAKE, 2023)

Fine-Tuning Language Models for Scientific Writing Support. - Justin Mücke; Daria Waldow; Luise Metzger; Philipp Schauz; Marcel Hoffmann 002; Nicolas Lell; Ansgar Scherp (CD-MAKE, 2023)

On the Rule-Based Extraction of Statistics Reported in Scientific Papers. - Tobias Kalmbach; Marcel Hoffmann 002; Nicolas Lell; Ansgar Scherp (NLDB, 2023)

HyperAggregation: Aggregating over Graph Edges with Hypernetworks. - Nicolas Lell; Ansgar Scherp (IJCNN, 2024)

Text Role Classification in Scientific Charts Using Multimodal Transformers. - Hye Jin Kim; Nicolas Lell; Ansgar Scherp (NLDB (1), 2024)

Lifelong Graph Learning for Graph Summarization. - Jonatan Frank; Marcel Hoffmann 002; Nicolas Lell; David Richerby; Ansgar Scherp (WI/IAT, 2024)

Lifelong Graph Summarization with Neural Networks: 2012, 2022, and a Time Warp. - Jonatan Frank; Marcel Hoffmann 002; Nicolas Lell; David Richerby; Ansgar Scherp (CoRR, 2024)

iN2V: Bringing Transductive Node Embeddings to Inductive Graphs. - Nicolas Lell; Ansgar Scherp (CoRR, 2025)