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

arXiv:2609.27359 · cs.CL, cs.CR, cs.IR · Submitted 2026-09-23 · Read on arXiv

cs.CL, cs.CR, cs.IR

Submitted: 2026-09-23

Updated: 2026-09-23

Terminology

RAG — 17× in this paper · explained in 3 episodes
Benchmark — 16× in this paper · explained in 2 episodes
Accuracy — 4× in this paper · explained in 1 episode
Calibration — 4× in this paper · explained in 7 episodes
Ablation — 3× in this paper · explained in 1 episode
Ablation study — 3× in this paper · explained in 1 episode
Data Sovereignty — 3× in this paper · explained in 2 episodes
Embeddings — 3× in this paper · explained in 2 episodes
Benchmarking — 2× in this paper · explained in 4 episodes
Hallucination — 2× in this paper · explained in 4 episodes
Large Language Models (LLMs) — 2× in this paper · explained in 6 episodes
Transformer — 2× in this paper · explained in 2 episodes
Automated Extraction of Records of Processing Activities — 1× in this paper
F1 Score — 1× in this paper · explained in 3 episodes
Ho Chi Minh City University of Technology — 1× in this paper
Information Leakage — 1× in this paper · explained in 2 episodes
Quantization — 1× in this paper · explained in 12 episodes
Retrieval-Augmented Generation (RAG) — 1× in this paper · explained in 16 episodes
Semantic Similarity — 1× in this paper · explained in 2 episodes