@inproceedings{babakov-bugarin-diz-2026-decomposition, title = "Decomposition Does Not Help: Evidence from Semantic Clustering in {LLM}-based Causal Graph Discovery", author = "Babakov, Nikolay and Bugar{\'i}n-Diz, Alberto", editor = "Mahamood, Saad and Howcroft, David M. and van Deemter, Kees and Balloccu, Simone and Sivaprasad, Adarsa and Sundararajan, Barkavi and Bugar{\'i}n Diz, Alberto and Alonso-Moral, Jose Mar{\'i}a", booktitle = "Proceedings of the 1st Symposium on Natural Language Generation Evaluations", month = jun, year = "2026", address = "Aberdeen, United Kingdom", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-retroeval/2026.retroeval-main.1/", pages = "1--7", ISBN = "979-8-89176-436-1" }