Adam Dejl

RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction

2023 · arXiv (Cornell University)

We present RadGraph2, a novel dataset for extracting information from radiology reports that focuses on capturing changes in disease state and device placement over time. We introduce a hierarchical schema that organizes entities based on …

Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models

2025 · ArXiv.org

Research in uncertainty quantification (UQ) for large language models (LLMs) is increasingly important towards guaranteeing the reliability of this groundbreaking technology. We explore the integration of LLM UQ methods in argumentative LLMs (ArgLLMs), an explainable …