@inproceedings{tzachristas-tzachristas-2026-natural, title = "From Natural Language to Certified Geometry Proofs: A Survey of {LLM}-Augmented Verification and Neuro-Symbolic Theorem Proving", author = "Tzachristas, Ioannis and Tzachristas, Georgios", editor = "Elazar, Yanai and Ettinger, Allyson and Kassner, Nora and Ruder, Sebastian", booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative", month = jul, year = "2026", address = "San Diego, CA, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.1/", pages = "1--9", ISBN = "979-8-89176-416-3" }