3 papers
cs.AI2026
What Drives Recovery in Agentic Text-to-Cypher? LAST-CQ: An LLM Agent Self-Refinement Framework
Ioannis Prokopiou, Athanasios Aidinis, Panagiotis-Christos Kyrmpatsos +1
Agentic pipelines for structured-query generation are rapidly expanding, but it is unclear which part of the loop produces the gain. We use LAST-CQ -- a five-agent, training-free,…
cs.SD2026
Latent Space Disentanglement via Activation Steering for Interpretable Attribute Control in Symbolic Music Generation
Ioannis Prokopiou, Pantelis Vikatos, Maximos Kaliakatsos-Papakostas +2
Transformer-based architectures have significantly advanced the generation of complex symbolic sequences, yet a significant gap remains in achieving fine-grained, interpretable con…
cs.SD2026
LabelBuddy: An Open Source Music and Audio Language Annotation Tagging Tool Using AI Assistance
Ioannis Prokopiou, Ioannis Sina, Agisilaos Kounelis +2
The advancement of Machine learning (ML), Large Audio Language Models (LALMs), and autonomous AI agents in Music Information Retrieval (MIR) necessitates a shift from static taggin…