Deep Ensemble Art Style Recognition. - Orfeas Menis-Mastromichalakis; Natasa Sofou; Giorgos Stamou (IJCNN, 2020)

CrowdHeritage: Improving the quality of Cultural Heritage through crowdsourcing methods. - Maria Ralli; Spyros Bekiaris; Eirini Kaldeli; Orfeas Menis-Mastromichalakis; Natasa Sofou; Vassilis Tzouvaras; Giorgos Stamou (SMAP, 2020)

Semantic Queries Explaining Opaque Machine Learning Classifiers. - Jason Liartis; Edmund Dervakos; Orfeas Menis-Mastromichalakis; Alexandros Chortaras; Giorgos Stamou (DAO-XAI, 2021)

CrowdHeritage: Crowdsourcing for Improving the Quality of Cultural Heritage Metadata. - Eirini Kaldeli; Orfeas Menis-Mastromichalakis; Spyros Bekiaris; Maria Ralli; Vassilis Tzouvaras; Giorgos Stamou (Inf., 2021)

Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual Concepts. - Maria Lymperaiou; George Manoliadis; Orfeas Menis-Mastromichalakis; Edmund G. Dervakos; Giorgos Stamou (COLING, 2022)

Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs. - Edmund Dervakos; Orfeas Menis-Mastromichalakis; Alexandros Chortaras; Giorgos Stamou (CoRR, 2022)

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)

Employing Crowdsourcing for Enriching a Music Knowledge Base in Higher Education. - Vassilis Lyberatos; Spyridon Kantarelis; Eirini Kaldeli; Spyros Bekiaris; Panagiotis Tzortzis; Orfeas Menis-Mastromichalakis; Giorgos Stamou (CoRR, 2023)

Rule-Based Explanations of Machine Learning Classifiers Using Knowledge Graphs. - Orfeas Menis-Mastromichalakis; Edmund Dervakos; Alexandros Chortaras; Giorgos Stamou (AAAI Spring Symposia, 2024)

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

Beyond One-Size-Fits-All: Adapting Counterfactual Explanations to User Objectives. - Orfeas Menis-Mastromichalakis; Jason Liartis; 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)

Crowdsourcing as a Pedagogical Tool in Computer Science Higher Education: a Case Study. - Vassilis Lyberatos; Spyridon Kantarelis; Eirini Kaldeli; Spyros Bekiaris; Panagiotis Tzortzis; Orfeas Menis-Mastromichalakis; Giorgos Stamou (Hum. Comput., 2024)

Searching for explanations of black-box classifiers in the space of semantic queries. - Jason Liartis; Edmund Dervakos; Orfeas Menis-Mastromichalakis; Alexandros Chortaras; Giorgos Stamou (Semantic Web, 2024)

Don't Erase, Inform! Detecting and Contextualizing Harmful Language in Cultural Heritage Collections. - Orfeas Menis-Mastromichalakis; Jason Liartis; Kristina Rose; Antoine Isaac; Giorgos Stamou (ACL (1), 2025)

MusicLIME: Explainable Multimodal Music Understanding. - Theodoros Sotirou; Vassilis Lyberatos; Orfeas Menis-Mastromichalakis; Giorgos Stamou (ICASSP, 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)