no code implementations • 17 Jan 2022 • Alexander Dallmann, Johannes Kohlmann, Daniel Zoller, Andreas Hotho
We find that SIR models can be employed effectively for item recommendation in Dota 2.
no code implementations • 27 Jul 2021 • Alexander Dallmann, Daniel Zoller, Andreas Hotho
Then we evaluate all models on a target set sampled by the two different sampling strategies, uniform random sampling and sampling by popularity with the commonly used target set size of 100, compute the model ranking for each strategy and compare them with each other.
no code implementations • 16 Apr 2018 • Lena Hettinger, Alexander Dallmann, Albin Zehe, Thomas Niebler, Andreas Hotho
Due to these changes Classification of Relations using Embeddings (ClaiRE) achieved an improved F1 score of 75. 11% for the first subtask and 81. 44% for the second.
1 code implementation • 30 Jun 2017 • Alexander Dallmann, Alexander Grimm, Christian Pölitz, Daniel Zoller, Andreas Hotho
Recently, Recurrent Neural Networks (RNNs) have been applied to the task of session-based recommendation.