Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval. - Shigehiko Schamoni; Felix Hieber; Artem Sokolov; Stefan Riezler (ACL (2), 2014)

Combining Orthogonal Information in Large-Scale Cross-Language Information Retrieval. - Shigehiko Schamoni; Stefan Riezler (SIGIR, 2015)

QUality Estimation from ScraTCH (QUETCH): Deep Learning for Word-level Translation Quality Estimation. - Julia Kreutzer; Shigehiko Schamoni; Stefan Riezler (WMT@EMNLP, 2015)

Multimodal Pivots for Image Caption Translation. - Julian Hitschler; Shigehiko Schamoni; Stefan Riezler (ACL (1), 2016)

A Dataset and Reranking Method for Multimodal MT of User-Generated Image Captions. - Shigehiko Schamoni; Julian Hitschler; Stefan Riezler (AMTA (1), 2018)

Cross-Lingual Learning-to-Rank with Shared Representations. - Shota Sasaki; Shuo Sun; Shigehiko Schamoni; Kevin Duh; Kentaro Inui (NAACL-HLT (2), 2018)

Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation. - Tsz Kin Lam; Shigehiko Schamoni; Stefan Riezler (MTSummit (1), 2019)

Leveraging implicit expert knowledge for non-circular machine learning in sepsis prediction. - Shigehiko Schamoni; Holger A. Lindner; Verena Schneider-Lindner; Manfred Thiel; Stefan Riezler (Artif. Intell. Medicine, 2019)

Embedding Meta-Textual Information for Improved Learning to Rank. - Toshitaka Kuwa; Shigehiko Schamoni; Stefan Riezler (COLING, 2020)

Cascaded Models with Cyclic Feedback for Direct Speech Translation. - Tsz Kin Lam; Shigehiko Schamoni; Stefan Riezler (ICASSP, 2021)

On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR. - Tsz Kin Lam; Mayumi Ohta; Shigehiko Schamoni; Stefan Riezler (Interspeech, 2021)

Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation. - Tsz Kin Lam; Shigehiko Schamoni; Stefan Riezler (ACL (2), 2022)

Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis. - Shigehiko Schamoni; Michael Hagmann; Stefan Riezler (MLHC, 2022)

Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation. - Tsz Kin Lam; Shigehiko Schamoni; Stefan Riezler (ICASSP, 2023)

Validity problems in clinical machine learning by indirect data labeling using consensus definitions. - Michael Hagmann; Shigehiko Schamoni; Stefan Riezler (CoRR, 2023)