Machine Learning Algorithms & Natural Language Processing

Oct 4, 2026 · R&D Management

Responding to Reviewer Concerns About Hyperparameter Sensitivity: A Practical Rebuttal Guide

This article explains how to effectively respond to reviewer concerns about hyperparameter sensitivity by providing hyperparameter sweeps, justifying default values via validation sets or efficiency trade-offs, and avoiding test-set tuning, with concrete rebuttal templates and examples.