@inproceedings{prokopiou-etal-2026-drives, title = "What Drives Recovery in Agentic Text-to-Cypher? {LAST}-{CQ}: An {LLM} Agent Self-Refinement Framework", author = "Prokopiou, Ioannis and Aidinis, Athanasios and Kyrmpatsos, Panagiotis-Christos and Vikatos, Pantelis", editor = "Kamalloo, Ehsan and Gontier, Nicolas and Rozanov, Nikolai and Hashemzadeh, Maryam and Arora, Akhil", booktitle = "Proceedings of the Second Workshop for {RE}search on Agent Language Models ({REALM} 2026)", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.realm-1.53/", pages = "785--799", ISBN = "979-8-89176-485-9" }