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Shigehiko Schamoni
Shigehiko Schamoni
Research Associate, Heidelberg University
Verified email at cl.uni-heidelberg.de
Title
Cited by
Cited by
Year
Multimodal pivots for image caption translation
J Hitschler, S Schamoni, S Riezler
Proceedings of the 54th Annual Meeting of the Association for Computationalá…, 2016
1092016
Quality estimation from scratch (quetch): Deep learning for word-level translation quality estimation
J Kreutzer, S Schamoni, S Riezler
Proceedings of the Tenth Workshop on Statistical Machine Translation, 316-322, 2015
772015
Cross-lingual learning-to-rank with shared representations
S Sasaki, S Sun, S Schamoni, K Duh, K Inui
Proceedings of the 2018 Conference of the North American Chapter of theá…, 2018
632018
Learning translational and knowledge-based similarities from relevance rankings for cross-language retrieval
S Schamoni, F Hieber, A Sokolov, S Riezler
Proceedings of the 52nd Annual Meeting of the Association for Computationalá…, 2014
362014
Sample, translate, recombine: Leveraging audio alignments for data augmentation in end-to-end speech translation
TK Lam, S Schamoni, S Riezler
arXiv preprint arXiv:2203.08757, 2022
242022
On-the-fly aligned data augmentation for sequence-to-sequence ASR
TK Lam, M Ohta, S Schamoni, S Riezler
arXiv preprint arXiv:2104.01393, 2021
232021
Leveraging implicit expert knowledge for non-circular machine learning in sepsis prediction
S Schamoni, HA Lindner, V Schneider-Lindner, M Thiel, S Riezler
Artificial intelligence in medicine 100, 101725, 2019
232019
Interactive-predictive neural machine translation through reinforcement and imitation
TK Lam, S Schamoni, S Riezler
Proceedings of Machine Translation Summit XVII (Volume 1: Research Tracká…, 2019
182019
A dataset and reranking method for multimodal MT of user-generated image captions
S Schamoni, J Hitschler, S Riezler
Proceedings of the 13th Conference of the Association for Machineá…, 2018
112018
Cascaded models with cyclic feedback for direct speech translation
TK Lam, S Schamoni, S Riezler
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech andá…, 2021
82021
Ground truth labels challenge the validity of sepsis consensus definitions in critical illness
HA Lindner, S Schamoni, T Kirschning, C Worm, B Hahn, FS Centner, ...
Journal of Translational Medicine 20 (1), 27, 2022
72022
Multidrug-resistant bacteria and disease progression in patients with end-stage liver disease and after liver transplantation.
K Friedrich, J Krempl, S Schamoni, T Hippchen, J Pfeiffenberger, C Rupp, ...
Journal of Gastrointestinal & Liver Diseases 28 (3), 2019
72019
Combining orthogonal information in large-scale cross-language information retrieval
S Schamoni, S Riezler
Proceedings of the 38th International ACM SIGIR Conference on Research andá…, 2015
72015
Make more of your data: Minimal effort data augmentation for automatic speech recognition and translation
TK Lam, S Schamoni, S Riezler
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech andá…, 2023
42023
Embedding Meta-Textual Information for Improved Learning to Rank
T Kuwa, S Schamoni, S Riezler
Proceedings of the 28th International Conference on Computationalá…, 2020
42020
Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis
S Schamoni, M Hagmann, S Riezler
Machine Learning for Healthcare Conference, 123-145, 2022
22022
Clinical expert-assigned ground truth for sepsis prediction on admission to the ICU
F Holke, B Hahn, HA Lindner, S Schamoni, J Krebs, S Nitsch, T Friedrich, ...
Journal of Critical Care 81, 154547, 2024
2024
Validity problems in clinical machine learning by indirect data labeling using consensus definitions
M Hagmann, S Schamoni, S Riezler
arXiv preprint arXiv:2311.03037, 2023
2023
言語横断的情報検索の大規模データセットとパラメータ共有モデル
佐々木翔大, S Sun, S Schamoni, K Duh, 乾健太郎
言語処理学会第 24 回年次大会 3, 2018
2018
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Articles 1–19