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Leveraging Automated Machine Learning for Text Classification: Evaluation of AutoML Tools and Comparison with Human Performance

Dec 07, 2020
Matthias Blohm, Marc Hanussek, Maximilien Kintz

* Accepted for ICAART 2021 conference as a Short Paper 

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Can AutoML outperform humans? An evaluation on popular OpenML datasets using AutoML Benchmark

Sep 03, 2020
Marc Hanussek, Matthias Blohm, Maximilien Kintz

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Conversational Agents for Insurance Companies: From Theory to Practice

Dec 18, 2019
Falko Koetter, Matthias Blohm, Jens Drawehn, Monika Kochanowski, Joscha Goetzer, Daniel Graziotin, Stefan Wagner

* Koetter F. et al. (2019) Conversational Agents for Insurance Companies: From Theory to Practice. In: Agents and Artificial Intelligence. ICAART 2019. LNCS, vol 11978. Springer, Cham 
* 26 pages, 7 figures. ICAART 2019 extension. Extension of arXiv:1812.07339 

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Comparing Attention-based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension

Aug 27, 2018
Matthias Blohm, Glorianna Jagfeld, Ekta Sood, Xiang Yu, Ngoc Thang Vu

* CoNLL 2018 

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