@inproceedings{tatarinov-etal-2026-language, title = "Language Modeling for the Future of Finance: A Survey into Metrics, Tasks, and Data Opportunities", author = "Tatarinov, Nikita and Sukhani, Siddhant and Shah, Agam and Chava, Sudheer", editor = "Mille, Simon and Gehrmann, Sebastian and Schmidtov{\'a}, Patr{\'i}cia and Du{\v{s}}ek, Ond{\v{r}}ej and Fadaee, Marzieh and Lo, Kyle and Santus, Enrico and Stanovsky, Gabriel", booktitle = "Proceedings of the Fifth Workshop on Generation, Evaluation and Metrics ({GEM})", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.gem-main.65/", pages = "718--744", ISBN = "979-8-89176-423-1" }