Hanyu Duan
5 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
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The Questioner
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
large language model
(2)
representation learning
(1)
contrastive learning
(1)
domain adaptation
(1)
in-context learning
(1)
masked language model
(1)
synthetic data evaluation
(1)
pseudo labeling
(1)
numerical understanding
(1)
instruction tuning
(1)
knowledge graph embedding
(1)
hidden state
(1)
entity embedding
(1)
bias mitigation
(1)
language model
(1)
out-of-distribution detection
(1)
model convergence
(1)
attention head
(1)
fairness evaluation
(1)
gender bia
(1)
Papers
Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models
EACL 2026
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads
NAACL 2025
Exploring the Relationship between In-Context Learning and Instruction Tuning
EMNLP 2024
BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection
EMNLP 2022
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph
EMNLP 2021