@inproceedings{bajpai-etal-2026-exploring, title = "Exploring Capability Thresholds in Ultra-Lightweight {LLM} Judges for Nugget-Based Report Evaluation", author = "Bajpai, Mann and Chatwal, Pulkit and Deswal, Priyanshu and Singh, Harish Pratap and Mishra, Santosh Kumar", 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-1.13/", pages = "94--98", ISBN = "979-8-89176-417-0" }