Grigorios Tsoumakas
Scholar

Grigorios Tsoumakas

Google Scholar ID: PlGKUhwAAAAJ
Aristotle University of Thessaloniki
Machine LearningData MiningKnowledge DiscoveryNatural Language Processing
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Citations & Impact
All-time
Citations
9,437
 
H-index
37
 
i10-index
101
 
Publications
20
 
Co-authors
64
list available
Contact
Emailgreg@csd.auth.grLinkedInOpen ↗
Publications
10 items
Overview of BioASQ 2026: The fourteenth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering
2026
Cited
0
Architecting the Secure AI-SOC: A Neurosymbolic Framework for Pipeline Integrity and Threat Mitigation
2026
Cited
0
Loss-Based Active Learning for Neural Abstractive Summarization
2026
Cited
0
Less is More: Quality-Aware Training Data Selection for Scientific Summarization
2026
Cited
0
Sub-Billion, Super-Frontier: Small Language Models Rival Zero-Shot Frontier LLMs on General and Literary Relation Extraction
2026
Cited
0
Addressing Imbalance in Multi-Label Data via Label-Specific Distance-based Oversampling
2026
Cited
0
D2ACE: Multi-Label Batch Selection Guided by Dual Dynamics and Adaptive Correlation Enhancement
2026
Cited
0
What's the Best Way to Retrieve Slides? A Comparative Study of Multimodal, Caption-Based, and Hybrid Retrieval Techniques
2025
Cited
0
Resume
Background
  • Research interests include supervised learning (ensemble methods, multi-target prediction, interpretability) and natural language processing (semantic indexing, keyphrase extraction, summarization). He is a senior member of ACM and IEEE.
Miscellany
  • Serves as an Affiliate Researcher at Archimedes/RC Athena since 2024.
Co-authors
3 total
Alexios Gidiotis
Alexios Gidiotis
Aristotle University of Thessaloniki
Ioannis (Yiannis) Kompatsiaris
Ioannis (Yiannis) Kompatsiaris
Director, Information Technologies Institute, CERTH
Georgios Paliouras
Georgios Paliouras
National Center for Scientific Research "Demokritos", Athens, Greece