Shaoyang Xu
8 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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The Questioner
(2)
Venues
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Research topics
Keywords
large language model
(5)
multilingual language model
(2)
representation learning
(2)
knowledge transfer
(2)
value alignment
(2)
cross-lingual transfer
(2)
multilingual natural language processing
(2)
language of thought
(1)
pluralistic alignment
(1)
privacy protection
(1)
privacy leakage
(1)
context window
(1)
length extrapolation
(1)
length generalization
(1)
activation patching
(1)
cultural adaptation
(1)
concept vector
(1)
rotary positional embedding
(1)
output diversity
(1)
context length extrapolation
(1)
Papers
Language of Thought Shapes Output Diversity in Large Language Models
ACL 2026
CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation
COLING 2025
DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search
EMNLP 2025
Self-Pluralising Culture Alignment for Large Language Models
NAACL 2025
Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?
EMNLP 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data
EMNLP 2024
Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching
ACL 2024
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?
EMNLP 2023