@inproceedings{chen-2026-teamxbc, title = "{T}eam{XBC} at {BEA} 2026 Shared Task 1: How {AI} (and {I}) won the shared task: Vibe and agentic coding solutions for practical machine learning problems", author = "Chen, Xiaobin", editor = "Kochmar, Ekaterina and Alhafni, Bashar and Bann{\`o}, Stefano and Bexte, Marie and Burstein, Jill and Horbach, Andrea and Laarmann-Quante, Ronja and Tack, Anais and Yaneva, Victoria and Yuan, Zheng", booktitle = "Proceedings of the 21st Workshop on Innovative Use of {NLP} for Building Educational Applications ({BEA} 2026)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bea-1.68/", pages = "997--1009", ISBN = "979-8-89176-409-5" }