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Matthias Aßenmacher
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Features of age-related macular degeneration in the general adults and their dependency on age, sex, and smoking: results from the German KORA study
C Brandl, V Breinlich, KJ Stark, S Enzinger, M Aßenmacher, M Olden, ...
PloS one 11 (11), e0167181, 2016
552016
On the comparability of pre-trained language models
M Aßenmacher, C Heumann
5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural …, 2020
222020
Multimodal Deep Learning
C Akkus, L Chu, V Djakovic, S Jauch-Walser, P Koch, G Loss, ...
arXiv preprint arXiv:2301.04856, 2023
212023
Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News
M Guderlei, M Aßenmacher
Proceedings of the 28th International Conference on Computational …, 2020
162020
Monocytic HLA-DR Expression for Prediction of Anastomotic Leak after Colorectal Surgery
A Sint, R Lutz, M Assenmacher, H Küchenhoff, F Kühn, E Faist, AV Bazhin, ...
Journal of the American College of Surgeons 229 (2), 200-209, 2019
102019
A New Benchmark for NLP in Social Sciences: Evaluating the Usefulness of Pre-trained Language Models for Classifying Open-ended Survey Responses
M Meidinger, M Aßenmacher
13th International Conference on Agents and Artificial Intelligence (ICAART …, 2021
72021
How Prevalent is Gender Bias in ChatGPT?--Exploring German and English ChatGPT Responses
S Urchs, V Thurner, M Aßenmacher, C Heumann, S Thiemichen
1st Workshop on Biased Data in Conversational Agents (co-located with ECML …, 2023
62023
Re-Evaluating GermEval17 Using German Pre-Trained Language Models
M Aßenmacher, A Corvonato, C Heumann
Swiss Text Analytics Conference, Winterthur, Switzerland (Online …, 2021
42021
Pre-trained language models as knowledge bases for Automotive Complaint Analysis
VD Viellieber, M Aßenmacher
arXiv preprint arXiv:2012.02558, 2020
42020
A Bayesian approach to modeling topic-metadata relationships
P Schulze, S Wiegrebe, PW Thurner, C Heumann, M Aßenmacher
AStA Advances in Statistical Analysis, 1-17, 2023
3*2023
Prognostic Impact of Pedicle Clamping during Liver Resection for Colorectal Metastases
TS Schiergens, M Drefs, M Dörsch, F Kühn, M Albertsmeier, H Niess, ...
Cancers 13 (1), 72, 2020
32020
Exposure–lag–response associations between lung cancer mortality and radon exposure in German uranium miners
M Aßenmacher, JC Kaiser, I Zaballa, A Gasparrini, H Küchenhoff
Radiation and Environmental Biophysics 58 (3), 321-336, 2019
32019
Ermittlung der Unsicherheiten der Strahlenexpositionsabschätzung in der Wismut-Kohorte-Teil I-Vorhaben 3616S12223
H Küchenhoff, V Deffner, M Aßenmacher, H Neppl, C Kaiser, D Güthlin
Bundesamt für Strahlenschutz (BfS), 2018
32018
ActiveGLAE: A Benchmark for Deep Active Learning with Transformers
L Rauch, M Aßenmacher, D Huseljic, M Wirth, B Bischl, B Sick
ECML-PKDD 2023, 2023
22023
Comparability, evaluation and benchmarking of large pre-trained language models
M Aßenmacher
Ludwig-Maximilians-Universität München, 2021
22021
Divergent Token Metrics: Measuring degradation to prune away LLM components--and optimize quantization
B Deiseroth, M Meuer, N Gritsch, C Eichenberg, P Schramowski, ...
arXiv preprint arXiv:2311.01544, 2023
12023
How Different Is Stereotypical Bias Across Languages?
IT Öztürk, R Nedelchev, C Heumann, EG Arias, M Roger, B Bischl, ...
3rd Workshop on Bias and Fairness in AI (co-located with ECML 2023), 2023
12023
Potential for Decision Aids based on Natural Language Processing
M Witte, J Schwenzow, M Heitmann, M Reisenbichler, M Assenmacher
Proceedings of the European Marketing Academy 52, 2023
12023
CC-Top: Constrained Clustering for Dynamic Topic Discovery
J Goschenhofer, P Ragupathy, C Heumann, B Bischl, M Aßenmacher
Proceedings of the The First Workshop on Ever Evolving NLP (EvoNLP), 26-34, 2022
12022
On the Current State of Reproducibility and Reporting of Uncertainty for Aspect-Based Sentiment Analysis
E Lebmeier, M Aßenmacher, C Heumann
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
12022
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