Nicolas Lell

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Scientific Papers

Differentially Private

Top Venues

J. Data Intell.

Publications

Hye Jin Kim, Nicolas Lell, Ansgar Scherp
Text Role Classification in Scientific Charts Using Multimodal Transformers. CoRR (2024)
Nicolas Lell, Ansgar Scherp
HyperAggregation: Aggregating over Graph Edges with Hypernetworks. CoRR (2024)
Jonatan Frank, Marcel Hoffmann, Nicolas Lell, David Richerby, Ansgar Scherp
Lifelong Graph Summarization with Neural Networks: 2012, 2022, and a Time Warp. CoRR (2024)
Justin Mücke, Daria Waldow, Luise Metzger, Philipp Schauz, Marcel Hoffmann, Nicolas Lell, Ansgar Scherp
Fine-Tuning Language Models for Scientific Writing Support. CD-MAKE (2023)
Andor Diera, Nicolas Lell, Aygul Garifullina, Ansgar Scherp
Memorization of Named Entities in Fine-Tuned BERT Models. CD-MAKE (2023)
Justin Mücke, Daria Waldow, Luise Metzger, Philipp Schauz, Marcel Hoffmann, Nicolas Lell, Ansgar Scherp
Fine-Tuning Language Models for Scientific Writing Support. CoRR (2023)
Nicolas Lell, Ansgar Scherp
The Split Matters: Flat Minima Methods for Improving the Performance of GNNs. CD-MAKE (2023)
Tobias Kalmbach, Marcel Hoffmann, Nicolas Lell, Ansgar Scherp
On the Rule-Based Extraction of Statistics Reported in Scientific Papers. NLDB (2023)
Nicolas Lell, Ansgar Scherp
The Split Matters: Flat Minima Methods for Improving the Performance of GNNs. CoRR (2023)
Andor Diera, Nicolas Lell, Aygul Garifullina, Ansgar Scherp
A Study on Extracting Named Entities from Fine-tuned vs. Differentially Private Fine-tuned BERT Models. CoRR (2022)
Tobias Kalmbach, Marcel Hoffmann, Nicolas Lell, Ansgar Scherp
Reducing a Set of Regular Expressions and Analyzing Differences of Domain-specific Statistic Reporting. CoRR (2022)
Steffen Epp, Marcel Hoffmann, Nicolas Lell, Michael Mohr, Ansgar Scherp
Extracting Experiment Statistics, Conditions, and Topics from Scientific Papers with STEREO. J. Data Intell. 3 (2) (2022)
Steffen Epp, Marcel Hoffmann, Nicolas Lell, Michael Mohr, Ansgar Scherp
STEREO: A Pipeline for Extracting Experiment Statistics, Conditions, and Topics from Scientific Papers. iiWAS (2021)
Steffen Epp, Marcel Hoffmann, Nicolas Lell, Michael Mohr, Ansgar Scherp
A Machine Learning Pipeline for Automatic Extraction of Statistic Reports and Experimental Conditions from Scientific Papers. CoRR (2021)