10 citations · 11 across the 4 of their papers we have counts for
7 papers
Data Augmentation for Low-Resource Named Entity Recognition Using Backtranslation
Usama Yaseen, Stefan Langer
The state of art natural language processing systems relies on sizable training datasets to achieve high performance. Lack of such datasets in the specialized low resource domains…
Neural Text Classification and Stacked Heterogeneous Embeddings for Named Entity Recognition in SMM4H 2021
Usama Yaseen, Stefan Langer
This paper presents our findings from participating in the SMM4H Shared Task 2021. We addressed Named Entity Recognition (NER) and Text Classification. To address NER we explored B…
Combining Gesture and Voice Control for Mid-Air Manipulation of CAD Models in VR Environments
Markus Friedrich, Stefan Langer, Fabian Frey
Modeling 3D objects in domains like Computer Aided Design (CAD) is time-consuming and comes with a steep learning curve needed to master the design process as well as tool complexi…
Content-based Recommendations for Radio Stations with Deep Learned Audio Fingerprints
Stefan Langer, Liza Obermeier, André Ebert +3
The world of linear radio broadcasting is characterized by a wide variety of stations and played content. That is why finding stations playing the preferred content is a tough task…
Difficulty Classification of Mountainbike Downhill Trails utilizing Deep Neural Networks
Stefan Langer, Robert Müller, Kyrill Schmid +1
The difficulty of mountainbike downhill trails is a subjective perception. However, sports-associations and mountainbike park operators attempt to group trails into different level…
Soccer Team Vectors
Robert Müller, Stefan Langer, Fabian Ritz +3
In this work we present STEVE - Soccer TEam VEctors, a principled approach for learning real valued vectors for soccer teams where similar teams are close to each other in the resu…