A Greek Government Decisions Dataset for Public-Sector Analysis and Insight

Giorgos Antoniou, Giorgos Filandrianos, Aggelos Vlachos, Giorgos Stamou, Lampros Kollimenos +2 more
12/5/2025
cs.CL

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Abstract

We introduce an open, machine-readable corpus of Greek government decisions sourced from the national transparency platform Diavgeia. The resource comprises 1 million decisions, featuring and high-quality raw text extracted from PDFs. It is released with raw extracted text in Markdown format, alongside a fully reproducible extraction pipeline. Beyond the core dataset, we conduct qualitative analyses to explore boilerplate patterns and design a retrieval-augmented generation (RAG) task by formulating a set of representative questions, creating high-quality answers, and evaluating a baseline RAG system on its ability to retrieve and reason over public decisions. This evaluation demonstrates the potential of large-scale public-sector corpora to support advanced information access and transparency through structured retrieval and reasoning over governmental documents, and highlights how such a RAG pipeline could simulate a chat-based assistant capable of interactively answering questions about public decisions. Due to its scale, quality, and domain coverage, the corpus can also serve as high-value pre-training or fine-tuning material for new Language Models (LMs) and Large Language Models (LLMs) respectively, including specialized models for legal and governmental domains, and as a foundation for novel approaches in domain adaptation, knowledge-grounded generation, and explainable AI. Finally, we discuss limitations, outline future directions, and make both the data and the code accessible.

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Cite this paper

@article{antoniou2025greek,
  title  = {A Greek Government Decisions Dataset for Public-Sector Analysis and Insight},
  author = {Giorgos Antoniou and Giorgos Filandrianos and Aggelos Vlachos and Giorgos Stamou and Lampros Kollimenos and Konstantinos Skianis and Michalis Vazirgiannis},
  year   = {2025},
  eprint = {2512.05647},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2512.05647v2}
}

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