5 citations · 7 across the 2 of their papers we have counts for
3 papers
Embedding Meta-Textual Information for Improved Learning to Rank
Toshitaka Kuwa, Shigehiko Schamoni, Stefan Riezler
Neural approaches to learning term embeddings have led to improved computation of similarity and ranking in information retrieval (IR). So far neural representation learning has no…
Leveraging Implicit Expert Knowledge for Non-Circular Machine Learning in Sepsis Prediction
Shigehiko Schamoni, Holger A. Lindner, Verena Schneider-Lindner +2
Sepsis is the leading cause of death in non-coronary intensive care units. Moreover, a delay of antibiotic treatment of patients with severe sepsis by only few hours is associated…
Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation
Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler
We propose an interactive-predictive neural machine translation framework for easier model personalization using reinforcement and imitation learning. During the interactive transl…