George Katsogiannis

Deep Learning, NLP, Text-to-SQL

I am currently pursuing a MSc degree on Data Science, with a specialisation on Artificial Intelligence, at the University of Athens. My expected graduation date is in the spring of 2022.

At the same time, I am working as a research assistant at the Athena Research and Innovation Center, under the supervision of Dr. Georgia Koutrika. My work focuses on using Deep Learning and Natural Language Processing techniques to make databases and data open and accessible to users without technical knowledge. This is part of the INODE European project, funded by the EU's H2020 programme.

Prior to that, I was studying towards my BSc degree on Computer Science at the University Athens, where I completed my BSc thesis, titled "Translating Natural Language to SQL using Deep Learning".


  • eQsplain: Generate query explanations with the power of Transformers

Publications

2021

  1. SIGMOD
    A Deep Dive into Deep Learning Approaches for Text-to-SQL Systems
    In Proceedings of the 2021 International Conference on Management of Data 2021
  2. EDBT
    Deep Learning Approaches for Text-to-SQL Systems.
    In EDBT 2021