36 citations · 90 across the 18 of their papers we have counts for
8 papers · 1 filter
Quantification and Analysis of Scientific Language Variation Across Research Fields
Pei Zhou, Muhao Chen, Kai-Wei Chang +1
Quantifying differences in terminologies from various academic domains has been a longstanding problem yet to be solved. We propose a computational approach for analyzing linguisti…
Embedding Uncertain Knowledge Graphs
Xuelu Chen, Muhao Chen, Weijia Shi +2
Embedding models for deterministic Knowledge Graphs (KG) have been extensively studied, with the purpose of capturing latent semantic relations between entities and incorporating t…
On2Vec: Embedding-based Relation Prediction for Ontology Population
Muhao Chen, Yingtao Tian, Xuelu Chen +2
Populating ontology graphs represents a long-standing problem for the Semantic Web community. Recent advances in translation-based graph embedding methods for populating instance-l…
Neural Article Pair Modeling for Wikipedia Sub-article Matching
Muhao Chen, Changping Meng, Gang Huang +1
Nowadays, editors tend to separate different subtopics of a long Wiki-pedia article into multiple sub-articles. This separation seeks to improve human readability. However, it also…
Learning to Represent Bilingual Dictionaries
Muhao Chen, Yingtao Tian, Haochen Chen +3
Bilingual word embeddings have been widely used to capture the similarity of lexical semantics in different human languages. However, many applications, such as cross-lingual seman…
Scaling-Up Reasoning and Advanced Analytics on BigData
Tyson Condie, Ariyam Das, Matteo Interlandi +3
BigDatalog is an extension of Datalog that achieves performance and scalability on both Apache Spark and multicore systems to the point that its graph analytics outperform those wr…