Shufan Ming
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Natural Language Processing
(3)
Deep Learning
(2)
Generation
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Machine Learning
(1)
Applications
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Representation
(1)
Keywords
large language model
(3)
biomedical text
(2)
text generation
(1)
multi-label classification
(1)
instruction tuning
(1)
biomedical domain
(1)
background knowledge
(1)
lay summarization
(1)
lay summary
(1)
sequential sentence classification
(1)
knowledge-guided generation
(1)
scientific publication
(1)
mesh term
(1)
medical subject heading
(1)
contrastive learning
(1)
biomedical article
(1)
in-context learning
(1)
Papers
Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models
NAACL 2025
Multi-label Sequential Sentence Classification via Large Language Model
EMNLP 2024
UIUC_BioNLP at BioLaySumm: An Extract-then-Summarize Approach Augmented with Wikipedia Knowledge for Biomedical Lay Summarization
ACL 2024