Heuristics for Evaluation of AI Generated Music. - Edmund Dervakos; Giorgos Filandrianos; Giorgos Stamou (ICPR, 2020)

Brainwaves-driven Effects Automation in Musical Performance. - Giorgos Filandrianos; Natalia Kotsani; Edmund G. Dervakos; Giorgos Stamou; Vaios Amprazis; Panagiotis Kiourtzoglou (NIME, 2020)

Semantic Enrichment of Pretrained Embedding Output for Unsupervised IR. - Edmund Dervakos; Giorgos Filandrianos; Konstantinos Thomas; Alexios Mandalios; Chrysoula Zerva; Giorgos Stamou (AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2021)

Conceptual Edits as Counterfactual Explanations. - Giorgos Filandrianos; Konstantinos Thomas; Edmund Dervakos; Giorgos Stamou (AAAI Spring Symposium: MAKE, 2022)

Counterfactual Edits for Generative Evaluation. - Maria Lymperaiou; Giorgos Filandrianos; Konstantinos Thomas; Giorgos Stamou (AAAI Spring Symposium: MAKE, 2023)

Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors. - George Filandrianos; Edmund Dervakos; Orfeas Menis-Mastromichalakis; Chrysoula Zerva; Giorgos Stamou (ACL (Findings), 2023)

Choose your Data Wisely: A Framework for Semantic Counterfactuals. - Edmund Dervakos; Konstantinos Thomas; Giorgos Filandrianos; Giorgos Stamou (IJCAI, 2023)

An Impartial Transformer for Story Visualization. - Nikolaos Tsakas; Maria Lymperaiou; Giorgos Filandrianos; Giorgos Stamou (CoRR, 2023)

The smarty4covid dataset and knowledge base: a framework enabling interpretable analysis of audio signals. - Konstantia Zarkogianni; Edmund Dervakos; George Filandrianos; Theofanis Ganitidis; Vasiliki Gkatzou; Aikaterini Sakagianni; Raghu Raghavendra; C. L. Max Nikias; Giorgos Stamou; Konstantina S. Nikita (CoRR, 2023)

Semantic Prototypes: Enhancing Transparency without Black Boxes. - Orfeas Menis-Mastromichalakis; Giorgos Filandrianos; Jason Liartis; Edmund Dervakos; Giorgos Stamou (CIKM, 2024)

Automatic Generation of Fashion Images Using Prompting in Generative Machine Learning Models. - Georgia Argyrou; Angeliki Dimitriou; Maria Lymperaiou; Giorgos Filandrianos; Giorgos Stamou (ECCV Workshops (1), 2024)

Puzzle Solving using Reasoning of Large Language Models: A Survey. - Panagiotis Giadikiaroglou; Maria Lymperaiou; Giorgos Filandrianos; Giorgos Stamou (EMNLP, 2024)

"I Never Said That": A dataset, taxonomy and baselines on response clarity classification. - Konstantinos Thomas; Giorgos Filandrianos; Maria Lymperaiou; Chrysoula Zerva; Giorgos Stamou (EMNLP (Findings), 2024)

Structure Your Data: Towards Semantic Graph Counterfactuals. - Angeliki Dimitriou; Maria Lymperaiou; Giorgos Filandrianos; Konstantinos Thomas; Giorgos Stamou (ICML, 2024)

AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysis. - Natalia Grigoriadou; Maria Lymperaiou; George Filandrianos; Giorgos Stamou (SemEval@NAACL, 2024)

AILS-NTUA at SemEval-2024 Task 9: Cracking Brain Teasers: Transformer Models for Lateral Thinking Puzzles. - Ioannis Panagiotopoulos; George Filandrianos; Maria Lymperaiou; Giorgos Stamou (SemEval@NAACL, 2024)

Prompt2Fashion: An automatically generated fashion dataset. - Georgia Argyrou; Angeliki Dimitriou; Maria Lymperaiou; Giorgos Filandrianos; Giorgos Stamou (SETN, 2024)

Masked Generative Story Transformer with Character Guidance and Caption Augmentation. - Christos H. Papadimitriou; Giorgos Filandrianos; Maria Lymperaiou; Giorgos Stamou (CoRR, 2024)

Optimal and efficient text counterfactuals using Graph Neural Networks. - Dimitris Lymperopoulos; Maria Lymperaiou; Giorgos Filandrianos; Giorgos Stamou (CoRR, 2024)

Enhancing adversarial robustness in Natural Language Inference using explanations. - Alexandros Koulakos; Maria Lymperaiou; Giorgos Filandrianos; Giorgos Stamou (CoRR, 2024)

GOSt-MT: A Knowledge Graph for Occupation-related Gender Biases in Machine Translation. - Orfeas Menis-Mastromichalakis; Giorgos Filandrianos; Eva Tsouparopoulou; Dimitris Parsanoglou; Maria Symeonaki; Giorgos Stamou (CoRR, 2024)

BERTtime Stories: Investigating the Role of Synthetic Story Data in Language pre-training. - Nikitas Theodoropoulos; Giorgos Filandrianos; Vassilis Lyberatos; Maria Lymperaiou; Giorgos Stamou (CoRR, 2024)

Pitfalls of Scale: Investigating the Inverse Task of Redefinition in Large Language Models. - Elena Stringli; Maria Lymperaiou; Giorgos Filandrianos; Athanasios Voulodimos; Giorgos Stamou (ACL (Findings), 2025)

RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation. - Ioannis Panagiotopoulos; George Filandrianos; Maria Lymperaiou; Giorgos Stamou (COLING, 2025)

Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations. - Giorgos Filandrianos; Angeliki Dimitriou; Maria Lymperaiou; Konstantinos Thomas; Giorgos Stamou (CoRR, 2025)

Pitfalls of Scale: Investigating the Inverse Task of Redefinition in Large Language Models. - Elena Stringli; Maria Lymperaiou; Giorgos Filandrianos; Giorgos Stamou (CoRR, 2025)

AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering. - Andreas Evangelatos; Giorgos Filandrianos; Maria Lymperaiou; Athanasios Voulodimos; Giorgos Stamou (CoRR, 2025)

HalCECE: A Framework for Explainable Hallucination Detection through Conceptual Counterfactuals in Image Captioning. - Maria Lymperaiou; Giorgos Filandrianos; Angeliki Dimitriou; Athanasios Voulodimos; Giorgos Stamou (CoRR, 2025)

AILS-NTUA at SemEval-2025 Task 3: Leveraging Large Language Models and Translation Strategies for Multilingual Hallucination Detection. - Dimitra Karkani; Maria Lymperaiou; Giorgos Filandrianos; Nikolaos Spanos; Athanasios Voulodimos; Giorgos Stamou (CoRR, 2025)

AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking. - Iraklis Premptis; Maria Lymperaiou; Giorgos Filandrianos; Orfeas Menis-Mastromichalakis; Athanasios Voulodimos; Giorgos Stamou (CoRR, 2025)

Assumed Identities: Quantifying Gender Bias in Machine Translation of Ambiguous Occupational Terms. - Orfeas Menis-Mastromichalakis; Giorgos Filandrianos; Maria Symeonaki; Giorgos Stamou (CoRR, 2025)

PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements. - Petros Raptopoulos; Giorgos Filandrianos; Maria Lymperaiou; Giorgos Stamou (CoRR, 2025)

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets. - Charidimos Papadakis; Giorgos Filandrianos; Angeliki Dimitriou; Maria Lymperaiou; Konstantinos Thomas; Giorgos Stamou (CoRR, 2025)

Analyze-Prompt-Reason: A Collaborative Agent-Based Framework for Multi-Image Vision-Language Reasoning. - Angelos Vlachos; Giorgos Filandrianos; Maria Lymperaiou; Nikolaos Spanos; Ilias Mitsouras; Vasileios Karampinis; Athanasios Voulodimos (CoRR, 2025)