@inproceedings{choi-etal-2026-text, title = "From Text to Alpha: Can {LLM}s Track Evolving Signals in Corporate Disclosures?", author = "Choi, Chanyeol and Kim, Yoon and Yu, Yu and Cha, Young and Golkhou, Zach and Halperin, Igor and Papaioannou, Georgios and Kim, Minkyu and Wang, Zhangyang and Kwon, Jihoon and Kim, Minjae and Lopez-Lira, Alejandro and Lee, Yongjae", 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.174/", pages = "2952--2961", ISBN = "979-8-89176-460-6" }