Topics

Ontology learning from text Neural network architectures for knowledge graph construction from text 

Dynamic knowledge graph building from text/text streams 

Explainable AI for knowledge graph construction from text 

GNNs for NLP ( graph construction, graph representation learning, and graph based encoder-decoder models) 

 Entity resolution from text for knowledge graph construction 

Text entity relationship extraction for knowledge graph construction

Entity Disambiguation 

Multilingual/ language-specific information retrieval for knowledge graph construction 

Large Language Models (LLMs) 

Knowledge Graphs for Bias Mitigation

 Interpretability and Explainability Knowledge Graph driven  assessment Responsible AI frameworks

Automatic annotation of web pages with Schema.org 

 Distant supervision with web-scale data such as Web Data Commons 

Semantic Web and Linked Data