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Automated Extraction of Records of Processing Activities (RoPA) Using Hybrid RAG and Locally Deployed Large Language Models

arXiv cs.CL ↗ · 2026-09-24 Cached

This paper proposes RoPA Manager, an automated system for extracting Records of Processing Activities using hybrid retrieval and locally deployed large language models, evaluated on a Vietnamese benchmark.

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R$^{2}$Adapter: A Routing and Rewriting Adapter for Efficient Hybrid RAG

arXiv cs.CL ↗ · 2026-09-04 Cached

R2Adapter is a lightweight routing and rewriting adapter that dynamically allocates queries between vanilla and graph-based RAG, reducing graph-based RAG usage by up to 59% while maintaining accuracy in multi-hop QA benchmarks.

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Tatarstan Toponyms: A Bilingual Dataset and Hybrid RAG System for Geospatial Question Answering

arXiv cs.CL ↗ · 2026-05-08 Cached

Introduces a bilingual dataset of Tatarstan toponyms and a hybrid RAG system for geospatial QA, achieving high recall and F1 with multilingual models.

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