Shigehiko Schamoni

Orcid: 0000-0002-0304-2412

According to our database1, Shigehiko Schamoni authored at least 15 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
Validity problems in clinical machine learning by indirect data labeling using consensus definitions.
CoRR, 2023

Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis.
Proceedings of the Machine Learning for Healthcare Conference, 2022

Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation.
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.
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.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Embedding Meta-Textual Information for Improved Learning to Rank.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Leveraging implicit expert knowledge for non-circular machine learning in sepsis prediction.
Artif. Intell. Medicine, 2019

Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation.
Proceedings of Machine Translation Summit XVII Volume 1: Research Track, 2019

2018
Cross-Lingual Learning-to-Rank with Shared Representations.
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.
Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018

2016
Multimodal Pivots for Image Caption Translation.
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.
Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

Combining Orthogonal Information in Large-Scale Cross-Language Information Retrieval.
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.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014


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