White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content
Thamar Solorio, Mahsa Shafaei, Christos V. Smailis, Mona Diab, Theodore Giannakopoulos, Heng Ji, Yang Liu, Rada F. Mihalcea, Smaranda Muresan, Ioannis A. Kakadiaris · arXiv (Cornell University) · 2021
This white paper presents a summary of the discussions regarding critical considerations to develop an extensive repository of online videos annotated with labels indicating questionable content. The main discussion points include: 1) the type of appropriate labels that will result in a valuable repository for the larger AI community; 2) how to design the collection and annotation process, as well as the distribution of the corpus to maximize its potential impact; and, 3) what actions we can take to reduce risk of trauma to annotators.