Shan Chen
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Bronze
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The Questioner
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Renaissance Researcher
(6)
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Keyword Collector
(53)
Venues
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Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types · Machine Learning
(5)
Healthcare & Medicine
(4)
Clinical
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Keywords
large language model
(5)
feature extraction
(2)
zero-shot learning
(2)
benchmark evaluation
(1)
embedding learning
(1)
medical imaging
(1)
named entity recognition
(1)
question answering
(1)
multimodal language model
(1)
multimodal learning
(1)
bias detection
(1)
bilevel optimization
(1)
exemplar selection
(1)
vision-language model
(1)
sparse autoencoder
(1)
zero-shot transfer
(1)
tabular data
(1)
electronic health record
(1)
in-context learning
(1)
domain adaptation
(1)
Papers
Sparse Autoencoder Features for Classifications and Transferability
EMNLP 2025
When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy
EMNLP 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
NAACL 2025
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
NeurIPS 2024
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
EMNLP 2024
When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?
EMNLP 2024
Measuring Pointwise 𝒱-Usable Information In-Context-ly
EMNLP 2023
Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising
ICML 2020