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Michael Baeriswyl, PhD
Michael Baeriswyl, PhD
EVP Data, Analytics & AI @ Swisscom
Verified email at swisscom.com
Title
Cited by
Cited by
Year
Simple unsupervised keyphrase extraction using sentence embeddings
K Bennani-Smires, C Musat, A Hossmann, M Baeriswyl, M Jaggi
arXiv preprint arXiv:1801.04470, 2018
2812018
Unsupervised aspect term extraction with B-LSTM & CRF using automatically labelled datasets
A Giannakopoulos, C Musat, A Hossmann, M Baeriswyl
arXiv preprint arXiv:1709.05094, 2017
1062017
Goal-oriented chatbot dialog management bootstrapping with transfer learning
V Ilievski, C Musat, A Hossmann, M Baeriswyl
arXiv preprint arXiv:1802.00500, 2018
762018
Context-aware attention mechanism for speech emotion recognition
G Ramet, PN Garner, M Baeriswyl, A Lazaridis
2018 IEEE Spoken Language Technology Workshop (SLT), 126-131, 2018
662018
Improving residential energy consumption at large using persuasive systems
T Graml, CM Loock, M Baeriswyl, T Staake
532011
Machine translation of low-resource spoken dialects: Strategies for normalizing Swiss German
PE Honnet, A Popescu-Belis, C Musat, M Baeriswyl
arXiv preprint arXiv:1710.11035, 2017
432017
Churn intent detection in multilingual chatbot conversations and social media
C Abbet, M M'hamdi, A Giannakopoulos, R West, A Hossmann, ...
arXiv preprint arXiv:1808.08432, 2018
252018
Diverse beam search for increased novelty in abstractive summarization
A Cibils, C Musat, A Hossman, M Baeriswyl
arXiv preprint arXiv:1802.01457, 2018
162018
Identifying individuals' preferences using games: A field experiment in promoting sustainable energy consumption
M Baeriswyl, W Przepiorka, T Staake
152011
Submodularity-inspired data selection for goal-oriented chatbot training based on sentence embeddings
M Dimovski, C Musat, V Ilievski, A Hossmann, M Baeriswyl
arXiv preprint arXiv:1802.00757, 2018
142018
Folgeabschätzung einer Einführung von «Smart Metering» im Zusammenhang mit «Smart Grids» in der Schweiz
M Baeriswyl, A Müller, R Rigassi, C Rissi, S Solenthaler, T Staake, ...
Bundesamt Für Energie, 2012
132012
The effects of user identity and sanctions in online communities on real-world behavior
M Baeriswyl, T Staake, CM Loock
132011
Dataset construction via attention for aspect term extraction with distant supervision
A Giannakopoulos, D Antognini, C Musat, A Hossmann, M Baeriswyl
2017 IEEE International Conference on Data Mining Workshops (ICDMW), 373-380, 2017
82017
Teaching design for environment in product design classes
MC Baeriswyl, SD Eppinger
Design Society, 2011
72011
Simple unsupervised keyphrase extraction using sentence embeddings. arXiv 2018
K Bennani-Smires, C Musat, A Hossmann, M Baeriswyl, M Jaggi
arXiv preprint arXiv:1801.04470, 0
7
Methods and systems for neural architecture search
Y Benyahia, K Bennani-Smires, M Baeriswyl, C Musat
US Patent App. 16/586,363, 2020
62020
Resilient combination of complementary CNN and RNN features for text classification through attention and ensembling
A Giannakopoulos, M Coriou, A Hossmann, M Baeriswyl, C Musat
2019 6th Swiss Conference on Data Science (SDS), 57-62, 2019
62019
Embedding individual table columns for resilient SQL chatbots
B Petrovski, I Aguado, A Hossmann, M Baeriswyl, C Musat
arXiv preprint arXiv:1811.00633, 2018
62018
How to motivate energy efficiency online
CM Loock, T Graml, M Baeriswyl, T Staake
20th International Conference on Management of Technology, Florida, 2011
52011
Expanding the text classification toolbox with cross-lingual embeddings
M M'hamdi, R West, A Hossmann, M Baeriswyl, C Musat
arXiv preprint arXiv:1903.09878, 2019
22019
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