2 papers
cs.LG2024
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…
cs.CL2023
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…