Search Results for author: Baoxu Shi

Found 8 papers, 5 papers with code

Salience and Market-aware Skill Extraction for Job Targeting

no code implementations27 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.

Visualizing the Flow of Discourse with a Concept Ontology

1 code implementation23 Feb 2018 Baoxu Shi, Tim Weninger

Understanding and visualizing human discourse has long being a challenging task.

Argument Mining

Neural Tensor Factorization

no code implementations13 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.

Collaborative Filtering Link Prediction +1

Open-World Knowledge Graph Completion

1 code implementation9 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.

Entity Linking Link Prediction +1

ProjE: Embedding Projection for Knowledge Graph Completion

2 code implementations16 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.

Fact Checking Feature Engineering +1

Scalable Models for Computing Hierarchies in Information Networks

1 code implementation4 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.

Discriminative Predicate Path Mining for Fact Checking in Knowledge Graphs

1 code implementation20 Oct 2015 Baoxu Shi, Tim Weninger

Traditional fact checking by experts and analysts cannot keep pace with the volume of newly created information.

Fact Checking Knowledge Graphs +1

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