Minju Song
4 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
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Research topics
Keywords
large language model
(2)
evaluation benchmark
(1)
electronic health record
(1)
evaluation metric
(1)
hidden representation
(1)
reasoning verification
(1)
agent collaboration
(1)
knowledge grounding
(1)
evidence retrieval
(1)
analogical reasoning
(1)
information coverage
(1)
medical question answering
(1)
context utilization
(1)
clinical nlp
(1)
multi-agent framework
(1)
evidence-grounded answer
(1)
structural alignment
(1)
domain expert recruitment
(1)
multi-agent system
(1)
relational concept
(1)
Papers
The Curious Case of Analogies: Investigating Analogical Reasoning in Large Language Models
AAAI 2026
Assessing LLM Reasoning Steps via Principal Knowledge Grounding
EMNLP 2025
DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework
ACL 2025
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage
NAACL 2025