Nikolaos Giarelis

Orcid: 0000-0003-2611-3129

According to our database1, Nikolaos Giarelis authored at least 21 papers between 2020 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Maistros: A Greek Large Language Model Adapted Through Knowledge Distillation From Large Reasoning Models.
CoRR, May, 2026

Evaluating Monolingual and Multilingual Large Language Models for Greek Question Answering: The DemosQA Benchmark.
CoRR, February, 2026

2025
AI-Enhanced Management of Standard Operating Procedures: An Innovative Approach Integrating Large Language Models and Knowledge Graphs.
Proceedings of the 16th International Conference on Information, 2025

Integrating Knowledge Graphs, Large Language Models and Explainable AI Techniques to Improve Public Health Question Answering.
Proceedings of the Electronic Government - 24th IFIP WG 8.5 International Conference, 2025

VectorGraphRAG: Automatic Knowledge Graph Construction and Memory Efficient Triplet Ranking for Medical Question Answering.
Proceedings of the 1st International Workshop on Advanced Neuro-Symbolic Applications co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

2024
Deep learning and embeddings-based approaches for keyphrase extraction: a literature review.
Knowl. Inf. Syst., November, 2024

Social Media Topic Classification on Greek Reddit.
Inf., September, 2024

Greek Wikipedia: A Study on Abstractive Summarization.
Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 2024

Earth Observation Data Management: A Knowledge Graph-Based Approach.
Proceedings of the Human Centred Intelligent Systems, 2024

GreekT5: Sequence-to-Sequence Models for Greek News Summarization.
Proceedings of the Artificial Intelligence Applications and Innovations, 2024

Generative AI and Public Deliberation: A Framework for LLM-augmented Digital Democracy.
Proceedings of Ongoing Research, 2024

2023
GreekT5: A Series of Greek Sequence-to-Sequence Models for News Summarization.
CoRR, 2023

LMRank: Utilizing Pre-Trained Language Models and Dependency Parsing for Keyphrase Extraction.
IEEE Access, 2023

A Review of Greek NLP Technologies for Chatbot Development.
Proceedings of the 27th Pan-Hellenic Conference on Progress in Computing and Informatics, 2023

Leveraging Open Innovation Practices Through a Novel ICT Platform.
Proceedings of the Human Centred Intelligent Systems, 2023

Investigating Trust in the incorporation of NLP applications in Digital Democracy Platforms.
Proceedings of the Joint Proceedings of Ongoing Research, 2023

2021
Shall I Work with Them? A Knowledge Graph-Based Approach for Predicting Future Research Collaborations.
Entropy, 2021

A Comparative Assessment of State-Of-The-Art Methods for Multilingual Unsupervised Keyphrase Extraction.
Proceedings of the Artificial Intelligence Applications and Innovations, 2021

2020
On a Novel Representation of Multiple Textual Documents in a Single Graph.
Proceedings of the Intelligent Decision Technologies, 2020

An Innovative Graph-Based Approach to Advance Feature Selection from Multiple Textual Documents.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

On the Utilization of Structural and Textual Information of a Scientific Knowledge Graph to Discover Future Research Collaborations: A Link Prediction Perspective.
Proceedings of the Discovery Science - 23rd International Conference, 2020


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