3 papers
cs.CL2019
An Empirical Study of Factors Affecting Language-Independent Models
Xiaotong Liu, Yingbei Tong, Anbang Xu +1
Scaling existing applications and solutions to multiple human languages has traditionally proven to be difficult, mainly due to the language-dependent nature of preprocessing and f…
cs.LG2018
Characterizing machine learning process: A maturity framework
Rama Akkiraju, Vibha Sinha, Anbang Xu +5
Academic literature on machine learning modeling fails to address how to make machine learning models work for enterprises. For example, existing machine learning processes cannot…
cs.AI2018
Challenge AI Mind: A Crowd System for Proactive AI Testing
Siwei Fu, Anbang Xu, Xiaotong Liu +2
Artificial Intelligence (AI) has burrowed into our lives in various aspects; however, without appropriate testing, deployed AI systems are often being criticized to fail in critica…