David Chen
6 papers · 2011–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (14) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
ACL (3)
MLHC (2)
EMNLP (1)
Top co-authors
Keywords
ordinal regression
(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)
word embedding
(1)
neural language model
(1)
spearman correlation
(1)
semantic tagging
(1)
phrase embedding
(1)
error-sensitive metric
(1)
ordinal target variable
(1)
medical information retrieval
(1)
phrasal embedding
(1)
cardiac magnetic resonance imaging
(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 modelβbased 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