How strongly do you believe LLM judges on the for the ML papers?? [D]

The role of large language model (LLM) judges in evaluating machine learning papers is a topic worth exploring. Many critiques focus on specific aspects, such as "missing ablations," which can sometimes overshadow more substantial feedback. It's essential to differentiate between nitpicking and constructive commentary that genuinely enhances the quality of research. Understanding how LLMs assess these submissions could provide valuable insights into the evaluation process, ultimately shaping the future of machine learning discourse and fostering a more productive environment for innovation and discovery.