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Domain-Adapted Retrieval-Augmented Generation for Technical Documentation: Enhancing Reliability and Faithfulness in Technical QA

This paper introduces a domain-adapted Retrieval-Augmented Generation (RAG) pipeline specifically designed for technical question answering within industrial documentation. To overcome the limitations of generic retrieval systems in processing version-sensitive and semantically dense content, we dev...

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Main Authors: Veronika Krainovskikh, Timur Samigulin
Format: Artigo
Language:Inglês
Published: IEEE 2026-01-01
Series:IEEE Access
Subjects:
LLM
RAG
question answering
technical
reliablitty
faithfulness
Online Access:https://ieeexplore.ieee.org/document/11415606/
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