no code implementations • 27 May 2020 • Baoxu Shi, Jaewon Yang, Feng Guo, Qi He
Based on the above promising results, we deployed the \model ~online to extract job targeting skills for all $20$M job postings served at LinkedIn.
no code implementations • 30 Apr 2020 • Baoxu Shi, Shan Li, Jaewon Yang, Mustafa Emre Kazdagli, Qi He
A critical aspect of this goal is matching jobs with qualified applicants.
1 code implementation • 23 Feb 2018 • Baoxu Shi, Tim Weninger
Understanding and visualizing human discourse has long being a challenging task.
no code implementations • 13 Feb 2018 • Xian Wu, Baoxu Shi, Yuxiao Dong, Chao Huang, Nitesh Chawla
Neural collaborative filtering (NCF) and recurrent recommender systems (RRN) have been successful in modeling user-item relational data.
1 code implementation • 9 Nov 2017 • Baoxu Shi, Tim Weninger
Knowledge Graphs (KGs) have been applied to many tasks including Web search, link prediction, recommendation, natural language processing, and entity linking.
2 code implementations • 16 Nov 2016 • Baoxu Shi, Tim Weninger
In this work, we present a shared variable neural network model called ProjE that fills-in missing information in a knowledge graph by learning joint embeddings of the knowledge graph's entities and edges, and through subtle, but important, changes to the standard loss function.
1 code implementation • 4 Jan 2016 • Baoxu Shi, Tim Weninger
Information hierarchies are organizational structures that often used to organize and present large and complex information as well as provide a mechanism for effective human navigation.
1 code implementation • 20 Oct 2015 • Baoxu Shi, Tim Weninger
Traditional fact checking by experts and analysts cannot keep pace with the volume of newly created information.