Document Intelligence Centre of Excellence

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National Center for Scientific Research Demokritos
Patr. Gregoriou E & Neapoleos Str 27
15341 Agia Paraskevi
Athens, Greece

DICE is a Document Intelligence Centre of Excellence. Its mission is to develop novel AI methods and become a world class reference centre in AI for business documents.

Its vision is to connect researchers, scientists and AI professionals with business experts from a wide range of industrial sectors, aiming at using emerging technologies to accelerate innovation.

Research synopsis: Our principal research interests lie in the development of machine learning and statistical methodologies for solving problems involving un-/semi-/fully-structured financial data.

We are part of the Institute of Informatics and Telecommunications (IIT) at the National Center for Scientific Research - NCSR “Demokritos”.

Check out our publications and our projects outreach to learn more abour our work and feel free to reach out, if you are interested!

News

Mar 20, 2025 Our latest survey: Machine Learning for Identifying Risk in Financial Statements: A Survey has been just accepted in ACM Computing Surveys🎉!
Mar 09, 2025 DICE participated in the Athens Half Marathon🏃, both in the 21.5km and 5km races🔥!
Feb 19, 2025 DICE in the Greek News📰 again! Check out the discussion about our fellowship programme in iefimerida!
Feb 10, 2025 DICE in the Greek News📰! The “Demokritos-Qualco Fellowship” programme was featured in CNN Greece!

Selected Publications

  1. ICAIF
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    Bankruptcy Prediction: Data Augmentation, LLMs and the Need for Auditor’s Opinion
    In Proceedings of the 5th ACM International Conference on AI in Finance, 2024
  2. Nature
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    Entrant: A large financial dataset for table understanding
    Scientific Data, 2024
  3. ACM
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    Machine Learning for Identifying Risk in Financial Statements: A Survey
    Elias ZavitsanosEirini Spyropoulou, George Giannakopoulos, and Georgios Paliouras
    ACM Comput. Surv., Mar 2025
    Just Accepted