Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels
Honglei Zhuang, Zhen Qin, Kai Hui, Junru Wu, Le Yan, Xuanhui Wang, Michael Bendersky
Abstract
Honglei Zhuang, Zhen Qin, Kai Hui, Junru Wu, Le Yan, Xuanhui Wang, Michael Bendersky. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers). 2024.
Topics & Concepts
Computer scienceRelevance (law)Zero (linguistics)Shot (pellet)Artificial intelligenceInformation retrievalPolitical scienceLinguisticsMaterials scienceLawMetallurgyPhilosophyImbalanced Data Classification Techniques