Shigehiko Schamoni

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 22

Top Topics

Machine Translation

Expert Knowledge

Early Diagnosis

Top Venues

Artif. Intell. Medicine

Publications

Michael Hagmann, Shigehiko Schamoni, Stefan Riezler
Validity problems in clinical machine learning by indirect data labeling using consensus definitions. CoRR (2023)
Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler
Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation. ICASSP (2023)
Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler
Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation. CoRR (2022)
Shigehiko Schamoni, Michael Hagmann, Stefan Riezler
Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis. MLHC (2022)
Shigehiko Schamoni, Michael Hagmann, Stefan Riezler
Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis. CoRR (2022)
Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler
Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation. ACL (2) (2022)
Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler
Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation. CoRR (2022)
Tsz Kin Lam, Mayumi Ohta, Shigehiko Schamoni, Stefan Riezler
On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR. CoRR (2021)
Tsz Kin Lam, Mayumi Ohta, Shigehiko Schamoni, Stefan Riezler
On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR. Interspeech (2021)
Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler
Cascaded Models with Cyclic Feedback for Direct Speech Translation. ICASSP (2021)
Toshitaka Kuwa, Shigehiko Schamoni, Stefan Riezler
Embedding Meta-Textual Information for Improved Learning to Rank. CoRR (2020)
Toshitaka Kuwa, Shigehiko Schamoni, Stefan Riezler
Embedding Meta-Textual Information for Improved Learning to Rank. COLING (2020)
Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler
Cascaded Models With Cyclic Feedback For Direct Speech Translation. CoRR (2020)
Shigehiko Schamoni, Holger A. Lindner, Verena Schneider-Lindner, Manfred Thiel, Stefan Riezler
Leveraging Implicit Expert Knowledge for Non-Circular Machine Learning in Sepsis Prediction. CoRR (2019)
Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler
Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation. MTSummit (1) (2019)
Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler
Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation. CoRR (2019)
Shigehiko Schamoni, Holger A. Lindner, Verena Schneider-Lindner, Manfred Thiel, Stefan Riezler
Leveraging implicit expert knowledge for non-circular machine learning in sepsis prediction. Artif. Intell. Medicine 100 (2019)
Shigehiko Schamoni, Julian Hitschler, Stefan Riezler
A Dataset and Reranking Method for Multimodal MT of User-Generated Image Captions. AMTA (1) (2018)
Shota Sasaki, Shuo Sun, Shigehiko Schamoni, Kevin Duh, Kentaro Inui
Cross-Lingual Learning-to-Rank with Shared Representations. NAACL-HLT (2) (2018)
Julian Hitschler, Shigehiko Schamoni, Stefan Riezler
Multimodal Pivots for Image Caption Translation. ACL (1) (2016)
Shigehiko Schamoni, Stefan Riezler
Combining Orthogonal Information in Large-Scale Cross-Language Information Retrieval. SIGIR (2015)
Julia Kreutzer, Shigehiko Schamoni, Stefan Riezler
QUality Estimation from ScraTCH (QUETCH): Deep Learning for Word-level Translation Quality Estimation. WMT@EMNLP (2015)
Shigehiko Schamoni, Felix Hieber, Artem Sokolov, Stefan Riezler
Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval. ACL (2) (2014)