Simon Lin
4 papers · 2018–2021 · 2 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
(11)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Computer Science
(2)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Applications · Computer Science
(2)
Applications · Natural Language Processing
(2)
Clinical
(2)
Core Methods
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Core AI
(1)
Models
(1)
Keywords
query expansion
(2)
semantic tagging
(2)
rationale extraction
(1)
interpretable machine learning
(1)
document retrieval
(1)
query reformulation
(1)
document representation
(1)
text retrieval
(1)
word embedding
(1)
clinical decision-making
(1)
neural language model
(1)
phrase embedding
(1)
biomedical information retrieval
(1)
faq retrieval
(1)
medical relation prediction
(1)
clinical text corpus
(1)
global co-occurrence graph
(1)
model rationale
(1)
human memory theory
(1)
medical information retrieval
(1)
Papers
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval
EMNLP 2021
Rationalizing Medical Relation Prediction from Corpus-level Statistics
ACL 2020
Sequence-to-Set Semantic Tagging for Complex Query Reformulation and Automated Text Categorization in Biomedical IR using Self-Attention
ACL 2020
Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR
ACL 2018