Review-Feedback-Reason (ReFeR): Improving Evaluation and Reasoning through Hierarchy of Models
Published in Under Review at TMLR 2025 (Accepted at 2 NeurIPS 2024 workshops), 2024
Recommended citation: Yaswanth, N., et al. (2024). "Review-Feedback-Reason (ReFeR): Improving Evaluation and Reasoning through Hierarchy of Models." arXiv preprint arXiv:2407.12877. https://arxiv.org/abs/2407.12877
This paper introduces a hierarchical approach to improve language model evaluation and reasoning capabilities. The Review-Feedback-Reason (ReFeR) framework leverages different models with specialized roles to enhance overall performance on complex reasoning tasks.