With machine learning conferences growing ever larger, and reviewing processes becoming increasingly elaborate, more data-driven insights into their workings are required. In this report, we present the results of a survey accompanying the first "Learning on Graphs" (LoG) Conference. The survey was directed to evaluate the submission and review process from different perspectives, including authors, reviewers, and area chairs alike. The first "Learning on Graphs" (LoG) Conference (9-12 December, 2022) was remarkable in more ways than one: starting from scratch, the conference aims to be the place for graph learning research, making use of an advisory committee that consists of international experts in the field. Moreover, at is core, LoG wants to be known for its exceptional review quality.

Our company mainly focuses on building services to facilitate a better understanding of what event is taking place in the environmental sound scene (e.g. The conference on INTERSPEECH, one of the biggest conferences on the science and technology of spoken language processing, was held at Songdo ConvensiA, in Incheon, South Korea, from Sep. 18 to 22, 2022. Integrating two previous series of conferences (EUROSPEECH and ICSLP), the first INTERSPEECH was held in 2000, in Beijing. Since then, INTERSPEECH has gained popularity and held the 23rd event this year, 2022. Despite a small discrepancy between our main focus and the conference theme, because our company primarily concentrates on nonverbal audio signals other than speech itself, many papers from INTERSPEECH have aided our research so far.