作者位次 #3/7ACL 2026Poster· ACL Industry Track
Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data
Fearghal O’Donncha · Nianjun Zhou · Natalia Martinez · James T. Rayfield · Fenno F. Heath III · Abigail Langbridge · Roman Vaculin
摘要
Industrial maintenance platforms contain rich but fragmented evidence, including free-text work orders, heterogeneous operational sensors or indicators, and structured failure knowledge. These sources are often analyzed in isolation, producing alerts or forecasts that do not support conditional d...