Shigehiko Schamoni

According to our database, Shigehiko Schamoni authored at least 15 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Validity problems in clinical machine learning by indirect data labeling using consensus definitions.

Michael Hagmann, Shigehiko Schamoni, Stefan Riezler

CoRR, 2023

Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation.

Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis.

Shigehiko Schamoni, Michael Hagmann, Stefan Riezler

Proceedings of the Machine Learning for Healthcare Conference, 2022

Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation.

Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR.

Tsz Kin Lam, Mayumi Ohta, Shigehiko Schamoni, Stefan Riezler

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Cascaded Models with Cyclic Feedback for Direct Speech Translation.

Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Embedding Meta-Textual Information for Improved Learning to Rank.

Toshitaka Kuwa, Shigehiko Schamoni, Stefan Riezler

Proceedings of the 28th International Conference on Computational Linguistics, 2020

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

Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation.

Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler

Proceedings of Machine Translation Summit XVII Volume 1: Research Track, 2019

2018

Cross-Lingual Learning-to-Rank with Shared Representations.

Shota Sasaki, Shuo Sun, Shigehiko Schamoni, Kevin Duh, Kentaro Inui

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Dataset and Reranking Method for Multimodal MT of User-Generated Image Captions.

Shigehiko Schamoni, Julian Hitschler, Stefan Riezler

Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018

2016

Multimodal Pivots for Image Caption Translation.

Julian Hitschler, Shigehiko Schamoni, Stefan Riezler

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

QUality Estimation from ScraTCH (QUETCH): Deep Learning for Word-level Translation Quality Estimation.

Julia Kreutzer, Shigehiko Schamoni, Stefan Riezler

Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

Combining Orthogonal Information in Large-Scale Cross-Language Information Retrieval.

Shigehiko Schamoni, Stefan Riezler

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2014

Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval.

Shigehiko Schamoni, Felix Hieber, Artem Sokolov, Stefan Riezler

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014