Sosuke Nishikawa
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Applications
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Resources & Methods
(2)
Deep Learning
(1)
Application Areas
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
contrastive learning
(2)
embedding space
(1)
text classification
(1)
multilingual nlp
(1)
data augmentation
(1)
information retrieval
(1)
query embedding
(1)
cross-lingual alignment
(1)
entity embedding
(1)
adversarial transferability
(1)
adversarial example
(1)
sentence embedding
(1)
structural similarity
(1)
user behavior
(1)
unsupervised machine translation
(1)
cross-lingual word embedding
(1)
semantic textual similarity
(1)
entity recognition
(1)
topic classification
(1)
zero-shot cross-lingual
(1)
Papers
Search Query Embeddings via User-behavior-driven Contrastive Learning
NAACL 2025
Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently
WACV 2023
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification
CoNLL 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding
NAACL 2022
Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings
ACL 2021