Ruihui Hou
4 papers · 2025–2026 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
large language model
(2)
fact verification
(1)
information extraction
(1)
semantic parsing
(1)
code generation
(1)
temporal information
(1)
instruction tuning
(1)
iterative refinement
(1)
diagnostic reasoning
(1)
data quality
(1)
medical ai
(1)
clinical record
(1)
medical quality control
(1)
electronic medical record
(1)
clinical pathway
(1)
indicator calculation
(1)
chain-of-thought method
(1)
inferential rule reasoning
(1)
elasticsearch queries
(1)
clinical fact verification
(1)
Papers
From Selection to Refinement: Iterative Optimization for Instruction Data
ACL 2026
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation
ACL 2025
EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records
ACL 2025
Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query
ACL 2025