CoLLAs 2025: Innovations in ML Conference Review Process

CoLLAs 2025 introduces a two-tier reviewer system and conditional acceptance to enhance the ML conference review process.

With the review process for CoLLAs 2025 underway, we are excited to share the refinements we’ve made over the years. Building on the innovations introduced in 2022, the 2025 conference introduces several key changes to enhance the review process:

• Two-tier Reviewer System: We have implemented a two-tier system, consisting of Senior and Technical reviewers, to ensure a more thorough and balanced evaluation of submissions.
• Conditional Acceptance: Papers with fixable issues can now be conditionally accepted, providing authors with the opportunity to address feedback and improve their work before final publication.

For more details on our approach, visit the CoLLAs blog.

Tags: CoLLAs 2025, Machine Learning, Review Process, Two-tier Reviewer System, Conditional Acceptance, Academic Review, Continual Learning, Lifelong Learning