@inproceedings{kumar-etal-2026-datakernelbench, title = "{D}ata{K}ernel{B}ench: Can {LLM}s Optimize Database Queries on {GPU}s?", author = "Kumar, Gokul Karthik and Perlitz, Yotam and Lammie, Corey and Giovannini, Andrea and Hose, Katja", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.436/", pages = "9153--9168", ISBN = "979-8-89176-462-0" }