2 citations · 3 across the 2 of their papers we have counts for
4 papers
Relationship of the language distance to English ability of a country
Cao Xinxin, Lei Xiaolan, Murtadha Ahmed
Language difference is one of the factors that hinder the acquisition of second language skills. In this article, we introduce a novel solution that leverages the strength of deep…
Gradual Machine Learning for Aspect-level Sentiment Analysis
Yanyan Wang, Qun Chen, Jiquan Shen +3
The state-of-the-art solutions for Aspect-Level Sentiment Analysis (ALSA) were built on a variety of deep neural networks (DNN), whose efficacy depends on large amounts of accurate…
Gradual Machine Learning for Entity Resolution
Boyi Hou, Qun Chen, Yanyan Wang +2
Usually considered as a classification problem, entity resolution (ER) can be very challenging on real data due to the prevalence of dirty values. The state-of-the-art solutions fo…
Improving Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective
Zhaoqiang Chen, Qun Chen, Boyi Hou +2
Pure machine-based solutions usually struggle in the challenging classification tasks such as entity resolution (ER). To alleviate this problem, a recent trend is to involve the hu…