211 citations · 527 across the 28 of their papers we have counts for
6 papers · 1 filter
Integrating Voice-Based Machine Learning Technology into Complex Home Environments
Ye Gao, Jason Jabbour, Eunjung Ko +8
To demonstrate the value of machine learning based smart health technologies, researchers have to deploy their solutions into complex real-world environments with real participants…
MiddleGAN: Generate Domain Agnostic Samples for Unsupervised Domain Adaptation
Ye Gao, Zhendong Chu, Hongning Wang +1
In recent years, machine learning has achieved impressive results across different application areas. However, machine learning algorithms do not necessarily perform well on a new…
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation
Nan Wang, Qifan Wang, Yi-Chia Wang +5
As language models become increasingly integrated into our digital lives, Personalized Text Generation (PTG) has emerged as a pivotal component with a wide range of applications. H…
Rethinking Conversational Recommendations: Is Decision Tree All You Need?
A S M Ahsan-Ul Haque, Hongning Wang
Conversational recommender systems (CRS) dynamically obtain the user preferences via multi-turn questions and answers. The existing CRS solutions are widely dominated by deep reinf…
Not Just Skipping. Understanding the Effect of Sponsored Content on Users' Decision-Making in Online Health Search
Anat Hashavit, Hongning Wang, Tamar Stern +1
Advertisements (ads) are an innate part of search engine business models. Advertisers are willing to pay search engines to promote their content to a prominent position in the sear…
Graph-based Extractive Explainer for Recommendations
Peng Wang, Renqin Cai, Hongning Wang
Explanations in a recommender system assist users in making informed decisions among a set of recommended items. Great research attention has been devoted to generating natural lan…