Fig. 1: Innovative approaches to conference organization scientific process.
From: Leveraging large language models for academic conference organization

a Conventional workflow. b LLM-Augmented workflow. LLMs can be used to assist with submission-reviewer matching, grouping presentations into sessions, generating session names, and generating one-sentence summaries for presentations. To uphold the integrity of the scientific review process, note that LLMs are excluded from directly impacting reviewers’ ratings on submissions.