2 citations · 3 across the 2 of their papers we have counts for
4 papers
A Survey on Recent Random Walk-based Methods for Embedding Knowledge Graphs
Elika Bozorgi, Sakher Khalil Alqaiidi, Afsaneh Shams +2
Machine learning, deep learning, and NLP methods on knowledge graphs are present in different fields and have important roles in various domains from self-driving cars to friend re…
Subgraph2vec: A random walk-based algorithm for embedding knowledge graphs
Elika Bozorgi, Saber Soleimani, Sakher Khalil Alqaiidi +2
Graph is an important data representation which occurs naturally in the real world applications \cite{goyal2018graph}. Therefore, analyzing graphs provides users with better insigh…
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods
Sakher Khalil Alqaaidi, Elika Bozorgi, Afsaneh Shams +1
Named Entity Recognition (NER) and Relation Classification (RC) are important steps in extracting information from unstructured text and formatting it into a machine-readable forma…
Multiple Relations Classification using Imbalanced Predictions Adaptation
Sakher Khalil Alqaaidi, Elika Bozorgi, Krzysztof J. Kochut
The relation classification task assigns the proper semantic relation to a pair of subject and object entities; the task plays a crucial role in various text mining applications, s…