A cascaded LLM pipeline for grounded question answering over electronic health records achieved competitive rankings in the ArchEHR-QA 2026 shared task.
First, the sys- tem relies exclusively on the Gemini 2.5 Pro API, introducing a dependency on a proprietary, closed- weight model
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
HealthNLP_Retrievers at ArchEHR-QA 2026: Cascaded LLM Pipeline for Grounded Clinical Question Answering
A cascaded LLM pipeline for grounded question answering over electronic health records achieved competitive rankings in the ArchEHR-QA 2026 shared task.