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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
3172018
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
1142017
Goal-oriented chatbot dialog management bootstrapping with transfer learning
V Ilievski, C Musat, A Hossmann, M Baeriswyl
arXiv preprint arXiv:1802.00500, 2018
802018
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
722018
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
482017
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
262018
Diverse beam search for increased novelty in abstractive summarization
A Cibils, C Musat, A Hossman, M Baeriswyl
arXiv preprint arXiv:1802.01457, 2018
172018
Identifying individuals' preferences using games: A field experiment in promoting sustainable energy consumption
M Baeriswyl, W Przepiorka, T Staake
172011
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
The effects of user identity and sanctions in online communities on real-world behavior
M Baeriswyl, T Staake, CM Loock
142011
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
112012
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
102017
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
9
Embedding individual table columns for resilient SQL chatbots
B Petrovski, I Aguado, A Hossmann, M Baeriswyl, C Musat
arXiv preprint arXiv:1811.00633, 2018
82018
Teaching design for environment in product design classes
MC Baeriswyl, SD Eppinger
Design Society, 2011
72011
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
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
Spoken language identification using language bottleneck features
M Grisard, P Motlicek, W Allouchi, M Baeriswyl, A Lazaridis, Q Zhan
Text, Speech, and Dialogue: 22nd International Conference, TSD 2019 …, 2019
22019
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