BracketRank: Large Language Model Document Ranking via Reasoning-based Competitive Elimination

Abdelrahman Abdallah, Mohammed Ali, Bhawna Piryani, Adam Jatowt. BracketRank: Large Language Model Document Ranking via Reasoning-based Competitive Elimination. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 3381-3397, Association for Computational Linguistics, 2026. [doi]

Abstract

Abstract is missing.