Research

Publications

• Human Performance in Lyric Topic Classification: Evaluation and Implications [Resources] Papazoglou, V., Gaizauskas, R., & Stamatiadis, A. — ISMIR, 2026
• AI-assisted Teams Outperform AI-led Teams but not Human-only Teams in Assessing Research Reproducibility in Quantitative Social Science Brodeur, A. et al. (including Papazoglou, V.) – PNAS, 2026
• Shifting Attitudes Towards Generative AI: A Study with First-Year Computer Science Students Papazoglou, V., Lucas, A., & Gaizauskas, R. — Proceedings of the 18th annual International Conference of Education, Research and Innovation (ICERI), 2025
• Using Listeners' Interpretations in Topic Classification of Song Lyrics Papazoglou, V., & Gaizauskas, R. — NLP4MuSA, 2021

Selected talks and presentations

• An Introduction to Generative AI in Teaching Birks, S., Papazoglou, V., & Lucas, A. — The Education Conference, University of Sheffield, March 2024
• Introducing Students to AI with ChatGPT First Workshop on Generative AI in Education, AI-ED Group, University of Sheffield Data Science and AI Community (Shef.AI), September 2023
• Music Information Retrieval & Natural Language Processing — An Introduction Guest Lecture, Human-AI Interaction, University of Nottingham, December 2022
• “Just Because You Feel It, Doesn't Mean It's There”: Human Performance on Topic Classification of Song Lyrics 2nd SLT Annual Conference, University of Sheffield, 2022
• What's This Song About? A Top-k Topic Classification Approach Using Lyrics and Listeners' Interpretations 1st SLT Annual Conference, University of Sheffield, 2021