Jury learning: Integrating dissenting voices into machine learning models
Whose labels should a machine learning (ML) algorithm learn to emulate? For ML tasks
ranging from online comment toxicity to misinformation detection to medical diagnosis …
ranging from online comment toxicity to misinformation detection to medical diagnosis …
Do datasets have politics? Disciplinary values in computer vision dataset development
Data is a crucial component of machine learning. The field is reliant on data to train, validate,
and test models. With increased technical capabilities, machine learning research has …
and test models. With increased technical capabilities, machine learning research has …
Cura: Curation at Social Media Scale
How can online communities execute a focused vision for their space? Curation offers one
approach, where community leaders manually select content to share with the community …
approach, where community leaders manually select content to share with the community …
Values in knowledge organization standards: a value analysis of Resource Description and Access (RDA)
B Dobreski - 2019 - search.proquest.com
Abstract Knowledge organization standards are important community artifacts that set forth
agreed upon specifications and protocols, and though they may appear neutral they have …
agreed upon specifications and protocols, and though they may appear neutral they have …
Human-Ai Interaction Under Societal Disagreement
ML Gordon - 2023 - search.proquest.com
Whose voices–whose labels–should a machine learning algorithm learn to emulate? For AI
tasks ranging from online comment toxicity detection to poster design to medical treatment …
tasks ranging from online comment toxicity detection to poster design to medical treatment …