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Caitlin Rizy

Oak Ridge National Laboratory, Oak Ridge, TN, USA

Papers on Lattice

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Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

Frequent co-authors

Maria Mahbub (1)Gregory M. Dams (1)Josh Arnold (1)Sudarshan Srinivasan (1)Elliot M. Fielstein (1)M. Aghevli (1)Minu A. Aghevli (1)Kamonica Craig (1)

Papers (1)

Apr 7, 2026

Apr 7, 2026·also VA Connecticut Health Care System, VA Desert Pacific Healthcare Network, VA Maryland Health Care System, Vanderbilt +1

A Multi-Stage Validation Framework for Trustworthy Large-scale Clinical Information Extraction using Large Language Models

You can validate LLM-based clinical information extraction at scale without drowning in manual annotations.

Maria Mahbub, Gregory M. Dams, Josh Arnold +12

Eval Frameworks & Benchmarks Natural Language Processing