Changjiang Gao
7 papers · 2023–2025 · 3 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
(23)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(6)
Deep Learning
(4)
Machine Learning
(4)
Resources & Methods
(4)
Learning Types · Machine Learning
(3)
Models
(3)
Applications
(2)
Learning Types · Deep Learning
(2)
Architectures
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Techniques
(1)
Understanding
(1)
Keywords
large language model
(4)
instruction tuning
(3)
cross-lingual transfer
(3)
knowledge retrieval
(2)
cross-lingual alignment
(2)
machine reading comprehension
(1)
task generalization
(1)
multilingual pretraining
(1)
human-computer interaction
(1)
brain activity
(1)
scaling law
(1)
hidden state analysis
(1)
hidden representation
(1)
knowledge reasoning
(1)
commonsense reasoning
(1)
reasoning capability
(1)
multilingual model
(1)
multilingual learning
(1)
cross-lingual knowledge transfer
(1)
multilingual alignment
(1)
Papers
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
NAACL 2025
Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
EMNLP 2025
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
EMNLP 2024
Large Language Models are Limited in Out-of-Context Knowledge Reasoning
EMNLP 2024
Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models
ACL 2024
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly
NAACL 2024
Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention
EMNLP 2023