Mei-Hua Hall
4 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Keyword Champion
(3)
Top co-authors
Research topics
Natural Language Processing
(4)
Healthcare & Medicine
(3)
Machine Learning
(3)
Applications Β· Natural Language Processing
(3)
Clinical
(3)
Deep Learning
(2)
Application Areas
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Applications Β· Data Science & Analytics
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
readmission prediction
(3)
sentiment analysis
(2)
clinical sentiment
(2)
transformer model
(2)
text summarization
(1)
electronic health record
(1)
topic extraction
(1)
pre-trained transformer
(1)
mental health prediction
(1)
discharge summary
(1)
large language model
(1)
aspect-oriented prompting
(1)
risk factor
(1)
risk factor embedding
(1)
psychiatric readmission
(1)
psychiatric ehr
(1)
risk indicator
(1)
readmission risk prediction
(1)
clinical sentiment analysis
(1)
zero-shot learning
(1)
Papers
Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction
EMNLP 2025
Incorporating Risk Factor Embeddings in Pre-trained Transformers Improves Sentiment Prediction in Psychiatric Discharge Summaries
EMNLP 2020
Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction
EMNLP 2019
Distinguishing Clinical Sentiment: The Importance of Domain Adaptation in Psychiatric Patient Health Records
NAACL 2019