Siyu Lai
4 papers · 2021–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Research topics
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Applications
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Core AI
(2)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
transformer architecture
(1)
zero-shot learning
(1)
ensemble learning
(1)
model robustness
(1)
self-supervised learning
(1)
data augmentation
(1)
neural machine translation
(1)
masked language model
(1)
word alignment
(1)
cross-lingual alignment
(1)
multi-view learning
(1)
synthetic data
(1)
adversarial example
(1)
contextual embedding
(1)
multilingual model
(1)
code-switched data
(1)
translation language modeling
(1)
multilingual language model
(1)
cross-lingual classification
(1)
round-trip translation
(1)
Papers
Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment
EMNLP 2022
Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation
NAACL 2022
Improved Data Augmentation for Translation Suggestion
EMNLP 2022
Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification
EMNLP 2021