13 citations · 27 across the 5 of their papers we have counts for
6 papers
Evaluation of Representation Models for Text Classification with AutoML Tools
Sebastian Brändle, Marc Hanussek, Matthias Blohm +1
Automated Machine Learning (AutoML) has gained increasing success on tabular data in recent years. However, processing unstructured data like text is a challenge and not widely sup…
Leveraging Automated Machine Learning for Text Classification: Evaluation of AutoML Tools and Comparison with Human Performance
Matthias Blohm, Marc Hanussek, Maximilien Kintz
Recently, Automated Machine Learning (AutoML) has registered increasing success with respect to tabular data. However, the question arises whether AutoML can also be applied effect…
Can AutoML outperform humans? An evaluation on popular OpenML datasets using AutoML Benchmark
Marc Hanussek, Matthias Blohm, Maximilien Kintz
In the last few years, Automated Machine Learning (AutoML) has gained much attention. With that said, the question arises whether AutoML can outperform results achieved by human da…
Conversational Agents for Insurance Companies: From Theory to Practice
Falko Koetter, Matthias Blohm, Jens Drawehn +4
Advances in artificial intelligence have renewed interest in conversational agents. Additionally to software developers, today all kinds of employees show interest in new technolog…
Motivations, Classification and Model Trial of Conversational Agents for Insurance Companies
Falko Koetter, Matthias Blohm, Monika Kochanowski +3
Advances in artificial intelligence have renewed interest in conversational agents. So-called chatbots have reached maturity for industrial applications. German insurance companies…
Comparing Attention-based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension
Matthias Blohm, Glorianna Jagfeld, Ekta Sood +2
We propose a machine reading comprehension model based on the compare-aggregate framework with two-staged attention that achieves state-of-the-art results on the MovieQA question a…