Hua Cheng
9 papers · 2000–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Ultra
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
multi-label classification
(2)
attention mechanism
(1)
document classification
(1)
probability calibration
(1)
posterior probability
(1)
convolutional neural network
(1)
focal loss
(1)
calibration error
(1)
sentence classification
(1)
evidence extraction
(1)
medical coding
(1)
training procedure
(1)
convolutional attention
(1)
clinical document
(1)
clinical record
(1)
posterior calibration
(1)
medical code prediction
(1)
squeeze-and-excitation network
(1)
text classification
(1)
clinical document classification
(1)
Papers
MDACE: MIMIC Documents Annotated with Code Evidence
ACL 2023
Effective Convolutional Attention Network for Multi-label Clinical Document Classification
EMNLP 2021
Posterior Calibrated Training on Sentence Classification Tasks
ACL 2020
A Flexible Conversational Dialog System for MP3 Player
EMNLP 2005
Automatic Semantic Grouping in a Spoken Language User Interface Toolkit
COLING 2002
Extending a Broad-Coverage Parser for a General NLP Toolkit
COLING 2002
Corpus-based NP Modifier Generation
NAACL 2001
Experimenting with the Interaction between Aggregation and Text Structuring
NAACL 2000
Pronominalization revisited
COLING 2000