Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond. (arXiv:2201.11443v3 [cs.CL] UPDATED)

The shift towards publicly available text sources has enabled language
processing at unprecedented scale, yet leaves under-serviced the domains where
public and openly licensed data is scarce. Proactively collecting text data for
research is a viable strategy to address this scarcity, but lacks systematic
methodology taking into account the many ethical, legal and
confidentiality-related aspects of data collection. Our work presents a case
study on proactive data collection in peer review -- a challenging and
under-resourced NLP domain. We outline …

acl arxiv collection data data collection review