Xi Ai
9 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🌍 Conference Polyglot · Silver
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Topic Evolution
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Unstoppable · Bronze
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The Questioner
Top co-authors
Research topics
Keywords
unsupervised neural machine translation
(3)
multilingual model
(3)
cross-lingual transfer
(2)
multilingual pretraining
(2)
in-context learning
(1)
language model
(1)
contrastive learning
(1)
factual knowledge
(1)
machine translation
(1)
cross-lingual embedding
(1)
cross-lingual alignment
(1)
semantic space
(1)
masked language modeling
(1)
inference efficiency
(1)
neural machine translation
(1)
self-supervised learning
(1)
global information
(1)
co-occurrence information
(1)
unsupervised machine translation
(1)
sequence modeling
(1)
Papers
Beyond Many-Shot Translation: Scaling In-Context Demonstrations For Low-Resource Machine Translation
EACL 2026
Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent?
EMNLP 2025
Zero-shot Cross-lingual Alignment for Embedding Initialization
ACL 2024
Multilingual Pre-training with Self-supervision from Global Co-occurrence Information
ACL 2023
On-the-fly Cross-lingual Masking for Multilingual Pre-training
ACL 2023
Leveraging Relaxed Equilibrium by Lazy Transition for Sequence Modeling
ACL 2022
Vocabulary-informed Language Encoding
COLING 2022
Almost Free Semantic Draft for Neural Machine Translation
NAACL 2021
Empirical Regularization for Synthetic Sentence Pairs in Unsupervised Neural Machine Translation
AAAI 2021