Shigehiko Schamoni
7 papers · 2014–2022 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
π§
Keyword Pioneer
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Research topics
Keywords
data augmentation
(2)
learning to rank
(2)
embedding learning
(1)
knowledge distillation
(1)
multilingual retrieval
(1)
information retrieval
(1)
automatic speech recognition
(1)
cross-lingual information retrieval
(1)
generalization error
(1)
shared representation
(1)
end-to-end training
(1)
neural network ensemble
(1)
sequence-to-sequence model
(1)
cross-lingual retrieval
(1)
speech translation
(1)
speech representation
(1)
word error rate
(1)
speaker variation
(1)
audio alignment
(1)
sepsis prediction
(1)
Papers
Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis
MLHC 2022
Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation
ACL 2022
On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR
Interspeech 2021
Embedding Meta-Textual Information for Improved Learning to Rank
COLING 2020
Cross-Lingual Learning-to-Rank with Shared Representations
NAACL 2018
Multimodal Pivots for Image Caption Translation
ACL 2016
Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval
ACL 2014