248 citations · 453 across the 10 of their papers we have counts for
3 papers · 1 filter
A Glimpse Far into the Future: Understanding Long-term Crowd Worker Quality
Kenji Hata, Ranjay Krishna, Li Fei-Fei +1
Microtask crowdsourcing is increasingly critical to the creation of extremely large datasets. As a result, crowd workers spend weeks or months repeating the exact same tasks, makin…
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
Ranjay Krishna, Yuke Zhu, Oliver Groth +9
Despite progress in perceptual tasks such as image classification, computers still perform poorly on cognitive tasks such as image description and question answering. Cognition is…
Embracing Error to Enable Rapid Crowdsourcing
Ranjay Krishna, Kenji Hata, Stephanie Chen +4
Microtask crowdsourcing has enabled dataset advances in social science and machine learning, but existing crowdsourcing schemes are too expensive to scale up with the expanding vol…