Intelligent Predictive Maintenance RAG framework for Power Plants: Enhancing QA with StyleDFS and Domain Specific Instruction Tuning

Seongtae Hong, Joong Shin, Jaehyung Seo, Taemin Lee, Jeongbae Park, Cho Young, ByeongHo Choi, HeuiSeok Lim. Intelligent Predictive Maintenance RAG framework for Power Plants: Enhancing QA with StyleDFS and Domain Specific Instruction Tuning. In Franck Dernoncourt, Daniel Preotiuc-Pietro, Anastasia Shimorina, editors, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024 - Industry Track, Miami, Florida, USA, November 12-16, 2024. pages 805-820, Association for Computational Linguistics, 2024. [doi]

Abstract

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