David Chen
6 papers · 2011–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Core AI
(2)
Computer Science
(1)
Natural Language Processing
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Models
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
ordinal regression
(1)
multi-label learning
(1)
medical imaging
(1)
document retrieval
(1)
query reformulation
(1)
deep learning
(1)
model interpretability
(1)
multi-class classification
(1)
query expansion
(1)
mean squared error
(1)
evaluation metric
(1)
contrastive loss
(1)
word embedding
(1)
neural language model
(1)
spearman correlation
(1)
semantic tagging
(1)
phrase embedding
(1)
global prototype
(1)
error-sensitive metric
(1)
ordinal target variable
(1)
Papers
ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning
MLHC 2025
Reducing Contextual Bias in Cardiac Magnetic Resonance Imaging Deep Learning Using Contrastive Self-Supervision
MLHC 2023
Error-Sensitive Evaluation for Ordinal Target Variables
EMNLP 2021
Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR
ACL 2018
Fast Online Lexicon Learning for Grounded Language Acquisition
ACL 2012
Collecting Highly Parallel Data for Paraphrase Evaluation
ACL 2011