Knowledge Graph


The web is a vast repository of knowledge. Our research aims to exploit semantic knowledge from ontologies to build better knowledge graphs and reasoning pipeline.

Projects
  • SCORE: Develop automated techniques for evaluating scientific claims and assessing the confidence of their reproducibility. [link]
  • KGTK: A comprehensive library of tools and methods to make it easy to create, integrate, denoise, reason and query KGs to build interesting applications that leverage vast amounts of knowledge. [link]
  • VENICE: Infer cultural causal relationships by querying knowledge graph and making predictions for the future events. [TKG Tutorial]
Teaching
  • DSCI 558 / CSCI 563: Building Knowledge Graphs
Publications
  • Assessing Scientific Research Papers with Knowledge Graphs., SIGIR 2022 [link]

Dialogue & Commonsense


Table Understanding


Numeracy


NLP applications