Abstract: Word embeddings have been found to capture a surprisingly rich amount of syntactic and semantic knowledge. However, it is not yet sufficiently well-understood how the … Read more
Category: Key Publications
Unsupervised Learning of Distributional Relation Vectors appearing in ACL-2018
In this paper, we showed how we can learn relations in an unsupervised way using a simple, but Mathematically elegant model, which shows comparable performance … Read more
Brain networks predict metabolism, diagnosis and prognosis at the bedside in disorders of consciousness
In this paper, we applied advanced signal processing, network analysis and machine learning to high-density electroencephalographic data collected at rest from 104 patients with disorders … Read more