Giorgos Stamou

1. AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking
   2025/03/04 by Iraklis Premptis, Maria Lymperaiou, Premptis, Iraklis +9 · 5 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
2. Graph Linearization Methods for Reasoning on Graphs with Large Language Models
   2024/10/25 by Christos Xypolopoulos, Xypolopoulos, Christos, Guokan Shang +15 · 3 citations
   Computer Science · #Semantic Web and Ontologies #Advanced Graph Neural Networks #Natural Language Processing Techniques
3. Choose your Data Wisely: A Framework for Semantic Counterfactuals
   2023/05/28 by Edmund Dervakos, Κonstantinos Thomas, Dervakos, Edmund +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
4. Enhancing adversarial robustness in Natural Language Inference using explanations
   2024/09/11 by Alexandros Koulakos, Maria Lymperaiou, Koulakos, Alexandros +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation
   2024/09/24 by Ιoannis Panagiotopoulos, Giorgos Filandrianos, Panagiotopoulos, Ioannis +5 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
6. MusicLIME: Explainable Multimodal Music Understanding
   2024/09/16 by Theodoros Sotirou, Sotirou, Theodoros, Vassilis Lyberatos +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
7. Assumed Identities: Quantifying Gender Bias in Machine Translation of Gender-Ambiguous Occupational Terms
   2025/03/06 by Orfeas Menis Mastromichalakis, Giorgos Filandrianos, Mastromichalakis, Orfeas Menis +5 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Text Readability and Simplification
8. GOSt-MT: A Knowledge Graph for Occupation-related Gender Biases in Machine Translation
   2024/09/17 by Orfeas Menis Mastromichalakis, Giorgos Filandrianos, Mastromichalakis, Orfeas Menis +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification
9. Examining the development of attitude scales using Large Language Models (LLMs)
   2024/05/29 by Maria Symeonaki, Symeonaki, Maria, Giorgos Stamou +7 · 1 citation
   Social Sciences · #Computational and Text Analysis Methods
10. Perceptual Musical Features for Interpretable Audio Tagging
    2023/12/18 by Vassilis Lyberatos, Lyberatos, Vassilis, Spyridon Kantarelis +5 · 3 citations
    Arts and Humanities · Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
11. "I Never Said That": A dataset, taxonomy and baselines on response clarity classification
    2024/09/20 by Κonstantinos Thomas, Thomas, Konstantinos, Giorgos Filandrianos +7 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Speech Recognition and Synthesis
12. StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets
    2025/07/12 by Charidimos Papadakis, Papadakis, Charidimos, Giorgos Filandrianos +9 · 3 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · #Banking stability, regulation, efficiency #Computational Engineering #FOS: Computer and information sciences #Finance #Multiagent Systems (cs.MA) #Private Equity and Venture Capital #and Science (cs.CE)
13. Explaining Vision GNNs: A Semantic and Visual Analysis of Graph-based Image Classification
    2025/04/28 by Nikolaos Chaidos, Chaidos, Nikolaos, Angeliki Dimitriou +7 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
14. BERTtime Stories: Investigating the Role of Synthetic Story Data in Language Pre-training
    2024/10/20 by Nikitas Theodoropoulos, Giorgos Filandrianos, Theodoropoulos, Nikitas +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques