5 papers
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…
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…
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…
Touch Your Heart: A Tone-aware Chatbot for Customer Care on Social Media
Tianran Hu, Anbang Xu, Zhe Liu +5
Chatbot has become an important solution to rapidly increasing customer care demands on social media in recent years. However, current work on chatbot for customer care ignores a k…
Raising Awareness of Conveyed Personality In Social Media Traces
Bin Xu, Liang Gou, Anbang Xu +2
Users' persistent social media contents like posts on Facebook Timeline are presented as an "exhibition" about the person to others, and managing these exhibitional contents for im…