@inproceedings{dietz-yang-2026-crucible,
    title = "Crucible @ {R}ag4{R}eports: Generating Nuggets for Report Generation and Evaluation",
    author = "Dietz, Laura  and
      Yang, Eugene",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.10/",
    pages = "77--82",
    ISBN = "979-8-89176-417-0",
    abstract = "We submit to both tracks of the RAG4Reports challenge with two complementary components: PREFNUGGET, which derives concise nugget banks from pairwise preference judgments between system responses, and CRUCIBLE, a nugget-first pipeline that uses such banks to assemble reports on a given topic. The shared nugget-level representation unifies our approach to report evaluation (Task A) and report generation (Task B)."
}