Theo dõi
Simon Ott
Simon Ott
Researcher, Institute of Artificial Intelligence, Medical University of Vienna
Email được xác minh tại meduniwien.ac.at
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Bloom: A 176b-parameter open-access multilingual language model
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
12092023
OpenBioLink: a benchmarking framework for large-scale biomedical link prediction
A Breit, S Ott, A Agibetov, M Samwald
Bioinformatics 36 (13), 4097-4098, 2020
552020
Bigbio: A framework for data-centric biomedical natural language processing
J Fries, L Weber, N Seelam, G Altay, D Datta, S Garda, S Kang, R Su, ...
Advances in Neural Information Processing Systems 35, 25792-25806, 2022
412022
SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models
S Ott, C Meilicke, M Samwald
3rd Conference on Automated Knowledge Base (AKBC) 2021, 2021
312021
A curated, ontology-based, large-scale knowledge graph of artificial intelligence tasks and benchmarks
K Blagec, A Barbosa-Silva, S Ott, M Samwald
Scientific Data 9 (1), 322, 2022
262022
Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries
K Blagec, JJ Swen, R Koopmann, KC Cheung, ...
PloS one 17 (6), e0268534, 2022
252022
ThoughtSource: A central hub for large language model reasoning data
S Ott, K Hebenstreit, V Liévin, CE Hother, M Moradi, M Mayrhauser, ...
Scientific Data 10 (1), 528, 2023
232023
Mapping global dynamics of benchmark creation and saturation in artificial intelligence
S Ott, A Barbosa-Silva, K Blagec, J Brauner, M Samwald
Nature Communications 13 (1), 6793, 2022
21*2022
A global analysis of metrics used for measuring performance in natural language processing
K Blagec, G Dorffner, M Moradi, S Ott, M Samwald
arXiv preprint arXiv:2204.11574, 2022
142022
Expressing Patient Selection Criteria Based on HL7 V3 Templates Within the Open-Source Tool ART-DECOR.
S Ott, C Rinner, G Duftschmid
dHealth, 226-233, 2019
122019
Dataset debt in biomedical language modeling
JA Fries, N Seelam, G Altay, L Weber, M Kang, D Datta, R Su, S Garda, ...
Challenges {\&} Perspectives in Creating Large Language Models, 2022
62022
Evaluation of transformer architectures for electrical load time-series forecasting
M Hertel, S Ott, B Schäfer, R Mikut, V Hagenmeyer, O Neumann
Proceedings 32. Workshop Computational Intelligence 1, 93, 2022
32022
Transformer neural networks for building load forecasting
M Hertel, S Ott, B Schäfer, R Mikut, V Hagenmeyer, O Neumann
Tackling Climate Change with Machine Learning: Workshop at NeurIPS, 2022
32022
Rule-based knowledge graph completion with canonical models
S Ott, P Betz, D Stepanova, MH Gad-Elrab, C Meilicke, H Stuckenschmidt
Proceedings of the 32nd ACM International Conference on Information and …, 2023
12023
LinkExplorer: predicting, explaining and exploring links in large biomedical knowledge graphs
S Ott, A Barbosa-Silva, M Samwald
Bioinformatics 38 (8), 2371-2373, 2022
12022
PyClause-Simple and efficient rule handling for knowledge graph
L Galarraga, S Ott, P Betz, C Meilicke, FM Suchanek, H Stuckenschmidt
tba, 1-3, 2024
2024
Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs
S Ott, L Graf, A Agibetov, C Meilicke, M Samwald
arXiv preprint arXiv:2012.05750, 2020
2020
Knowledge Graphs and their Applications in Civil Security
S Ott, D Liakhovets, M Schütz, M Andresel, M Bartha, S Schlarb, ...
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