@inproceedings{hu-etal-2026-raca, title = "{RACA}-{PODS}: Reasoning-Informed First-Token Prediction for Query-Document Relevance in {W}e{C}hat Search", author = "Hu, Yupeng and Liao, Dongliang and Ding, Changxing and Qiu, Mengchuan and Liang, Huasheng and Yan, Qiang and Wang, Junhong", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.209/", pages = "3520--3534", ISBN = "979-8-89176-460-6" }