Michael Glaß

P2L: Predicting Transfer Learning for Images and Semantic Relations

2020

We describe an efficient method to accurately estimate the effectiveness of a previously trained deep learning model for use in a new learning task. We use this method, "Predict To Learn" (P2L), to predict the …

Applying deep learning to answer selection: A study and an open task

2015

We apply a general deep learning framework to address the non-factoid question answering task. Our approach does not rely on any linguistic tools and can be applied to different languages or domains. Various architectures are …