Sosuke Nishikawa | DeepAI

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Featured Co-authors

Isao Echizen
45 publications
Yoshimasa Tsuruoka
37 publications
Trung-Nghia Le
22 publications
Huy H. Nguyen
20 publications
Ikuya Yamada
16 publications
Ryokan Ri
10 publications
Futa Waseda
1 publication

research

∙ 05/09/2022

EASE: Entity-Aware Contrastive Learning of Sentence Embedding

We present EASE, a novel method for learning sentence embeddings via con...

0 Sosuke Nishikawa, et al. ∙

research

∙ 12/29/2021

Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently

Deep neural networks are vulnerable to adversarial examples (AEs), which...

1 Futa Waseda, et al. ∙

research

∙ 10/15/2021

A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification

We present a multilingual bag-of-entities model that effectively boosts ...

0 Sosuke Nishikawa, et al. ∙

research

∙ 05/30/2020

Data Augmentation for Learning Bilingual Word Embeddings with Unsupervised Machine Translation

Unsupervised bilingual word embedding (BWE) methods learn a linear trans...

0 Sosuke Nishikawa, et al. ∙