Machine Learning Algorithms & Natural Language Processing

Jul 20, 2026 · R&D Management

How to Effectively Address Reviewer Concerns About Small Experimental Gains

The article explains why simply stating a higher score is insufficient when reviewers question modest improvements, and provides a structured rebuttal framework that emphasizes statistical significance, performance on harder scenarios, additional benefits such as lower cost or higher stability, and the intrinsic value of small gains.