TY  - CHAP
A1  - Blanke, Tobias
A1  - Dring, Bernd
A1  - Vontein, Marius
A1  - Kuhnhenne, Markus
T1  - Climate Change Mitigation Potentials of Vertical Building Integrated Photovoltaic
T2  - 8th International Workshop on Integration of Solar Power into Power Systems : 16-17 October 2018, Stockholm, Sweden
Y1  - 2018
SP  - 1
EP  - 7
ER  - 
TY  - CHAP
A1  - Blaneck, Patrick Gustav
A1  - Bornheim, Tobias
A1  - Grieger, Niklas
A1  - Bialonski, Stephan
T1  - Automatic readability assessment of german sentences with transformer ensembles
T2  - Proceedings of the GermEval 2022 Workshop on Text Complexity Assessment of German Text
N2  - Reliable methods for automatic readability assessment have the potential to impact a variety of fields, ranging from machine translation to self-informed learning. Recently, large language models for the German language (such as GBERT and GPT-2-Wechsel) have become available, allowing to develop Deep Learning based approaches that promise to further improve automatic readability assessment. In this contribution, we studied the ability of ensembles of fine-tuned GBERT and GPT-2-Wechsel models to reliably predict the readability of German sentences. We combined these models with linguistic features and investigated the dependence of prediction performance on ensemble size and composition. Mixed ensembles of GBERT and GPT-2-Wechsel performed better than ensembles of the same size consisting of only GBERT or GPT-2-Wechsel models. Our models were evaluated in the GermEval 2022 Shared Task on Text Complexity Assessment on data of German sentences. On out-of-sample data, our best ensemble achieved a root mean squared error of 0:435.
Y1  - 2022
U6  - https://doi.org/10.48550/arXiv.2209.04299
N1  - Proceedings of the 18th Conference on Natural Language Processing / Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2022), 12-15 September, 2022, University of Potsdam, Potsdam, Germany
SP  - 57
EP  - 62
PB  - Association for Computational Linguistics
CY  - Potsdam
ER  - 
TY  - RPRT
A1  - Blandford, Daniel
A1  - Dachwald, Bernd
A1  - Digel, Ilya
A1  - Espe, Clemens
A1  - Feldmann, Marco
A1  - Francke, Gero
A1  - Hiecke, Hannah
A1  - Kowalski, Julia
A1  - Lindner, Peter
A1  - Plescher, Engelbert
A1  - Schöngarth, Sarah
T1  - Enceladus Explorer : Schlussbericht —  Version: 1.0
Y1  - 2015
U6  - https://doi.org/10.2314/GBV:86319950X
N1  - Förderkennzeichen BMWi 50NA1206
PB  - FH Aachen
CY  - Aachen
ER  - 
TY  - CHAP
A1  - Blake, D.
A1  - Moens, L.
A1  - Hale, M.-J.
A1  - Price, Henry
A1  - Keaney, David W.
A1  - Herrmann, Ulf
ED  - Steinfeld, Aldo
T1  - New heat transfer and storage fluids for parabolic trough solar thermal electric plants
T2  - Proceedings of the 11th SolarPACES International Symposium on Concentrated Solar Power and Chemical Energy Technologies : September 4 - 6, 2002, Zurich, Switzerland / Paul Scherrer Institut, PSI; ETH, Eidgenössische Technische Hochschule Zürich
Y1  - 2002
SN  - 3-9521409-3-7
SP  - 63
EP  - 66
PB  - Paul Scherrer Inst.
CY  - Villingen
ER  - 
TY  - CHAP
A1  - Blachian, Marion
A1  - Fissabre, Anke
T1  - Der Hof Dorfstraße 32 in Kaulsdorf : Bauforschung und Dorfgeschichte
T2  - Die Denkmale in Berlin : Bezirk Marzahn-Hellersdorf : Ortsteile Kaulsdorf, Mahlsdorf und Hellersdorf
Y1  - 2002
SN  - 3-931836-73-8
SP  - 102
EP  - 107
PB  - Lukas-Verlag
CY  - Berlin
ER  - 
TY  - JOUR
A1  - Bitz, Andreas
A1  - Zhou, Yi
A1  - El Quardi, Abdessamad
A1  - Streckert, Joachim
T1  - Occupational Exposure at Mobile Communication Base Station Antenna Sites
JF  - Frequenz
Y1  - 2009
U6  - https://doi.org/10.1515/FREQ.2009.63.7-8.123
SN  - 2191-6349
VL  - 63
IS  - 7-8
SP  - 123
EP  - 128
ER  - 
TY  - CHAP
A1  - Bitz, Andreas
A1  - Streckert, J.R.
A1  - Hansen, V.W.
A1  - Lerchl, A.
ED  - Danesy, Dorothea
T1  - Freely moving or restrained animals in bioelec-tromagnetic experiments - pros and cons
T2  - AP 2000 : Millennium Conference on Antennas & Propagation, Davos, Switzerland, 9 - 14 April 2000
Y1  - 2000
IS  - Band 1
SP  - 489
PB  - ESA Publications Division, ESTEC
CY  - Noordwijk
ER  - 
TY  - CHAP
A1  - Bitz, Andreas
A1  - Streckert, J.
A1  - Hansen, V.W.
A1  - Stogbauer, F.
ED  - Hietanen, Maila
ED  - Jokela, Kari
ED  - Juutilainen, Jukka
ED  - Työterveyslaitos, 
T1  - Shielded RF-exposure system with an integrated LF-measuring system for in vitro experiments with cell-layers
T2  - Proceedings of the Ebea 2001 : 5th International Congress of the European Bioelectromagnetics Association (Ebea) ; 6-8 September 2001, Marina Congress Center, Helsinki, Finland
Y1  - 2001
SN  - 9789518024401
SP  - 67
EP  - 68
PB  - Finnish Institute of Occupational Health
CY  - Helsinki
ER  - 
TY  - CHAP
A1  - Bitz, Andreas
A1  - Streckert, J.
A1  - Hansen, V.W.
A1  - Buschmann, J.
T1  - RF exposure of non restrained animals in an overmoded radial waveguide
T2  - 22nd BEMS Annual Meeting, Munich, Germany, 2000
Y1  - 2000
SP  - 63
PB  - Bioelectromagnetics Society
CY  - Frederick, MD
ER  - 
TY  - CHAP
A1  - Bitz, Andreas
A1  - Kraff, O.
A1  - Orzada, S.
A1  - Maderwald, S.
A1  - Brote, I.
A1  - Ladd, M.
T1  - Experimental and Numerical Assessment of RF Safety of Transmit Coils at 7 Tesla
T2  - ISMRM workshop on MR safety 2010 : RF heating of the human in MRI : workshop series. The Washington County Historic Courthouse, Stillwater, Minnesota, USA, 15 - 17 October 2010
Y1  - 2010
SN  - 978-1-62276-088-6
SP  - 195
ER  -