@inproceedings{li-etal-2026-sql, title = "{SQL}-{ASTRA}: Alleviating Sparse Feedback in Agentic {SQL} via Column-Set Matching and Trajectory Aggregation", author = "Li, Long and Zhou, Zhijian and Long, Jiangxuan and Liu, Peiyang and Xu, Weidi and Wang, Zhe and Pan, Shirui and Qu, Chao", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.920/", pages = "18474--18491", ISBN = "979-8-89176-395-1" }