Bradley Eck — accepted AI-conference papers

2025

Structured Document Generation for Industrial Equipment

Karol Lynch, Fabio Lorenzi, John D Sheehan, Duygu Kabakci-Zorlu, Bradley Eck

AAAI 2025technical

We describe an application that uses large language models to generate structured documents related to industrial equipment, specifically focusing on Failure Modes and Effects Analysis (FMEAs). Our novel application uses techniques in structured document generation, in-context learning, and ensembli…

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2024

Symbol Description Reading

Karol Lynch, Bradley Eck, Joern Ploennigs

AAAI 2024technical

Mathematical formulas give concise representations of a document's key ideas in many natural sciences and engineering domains. The symbols that make up formulas carry semantic meaning that may differ by document or equation. What does ? mean in a given paper? Interpreting the symbols that comprise f…

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