Olga Vechtomova

Professor

Contact InformationOlga Vechtomova

Phone: 519-888-4567 x32675
Location: CPH 3631

Website

Biography Summary

Olga Vechtomova is a Professor in the Department of Management Sciences, Faculty of Engineering, and is cross-appointed in the School of Computer Science.

Professor Vechtomova leads the Natural Language Processing (NLP) Lab at the University of Waterloo. Her research is focused on designing deep neural network architectures for a variety of natural language understanding, natural language generation and information retrieval tasks. The current and recent projects in the NLP lab include controlled text generation, text style transfer, multimodal representation learning, text summarization, disentangled representation learning and artistic applications of text generative models. She is a member of the Waterloo.AI institute.

Research Interests

  • natural language generation
  • artificial intelligence
  • machine learning
  • natural language processing
  • computational linguistics
  • AI and creativity

Education

  • 2001, Doctorate, Information Science, City University, London

Courses*

  • MSCI 245 - Databases and Software Design
    • Taught in 2022
  • MSCI 444 - Information Systems Analysis and Design
    • Taught in 2018, 2019, 2020
  • MSCI 598 - Special Topics in Management Engineering
    • Taught in 2022
  • MSCI 641 - Text Analytics
    • Taught in 2018, 2019, 2020, 2022
* Only courses taught in the past 5 years are displayed.

Selected/Recent Publications

  • Vechtomova, Olga and Sahu, Gaurav and Kumar, Dhruv, LyricJam: A system for generating lyrics for live instrumental music, Proc. of the 12th Conference on Computational Creativity, 2021
  • Bahuleyan, Hareesh and Mou, Lili and Vechtomova, Olga and Poupart, Pascal, Variational Attention for Sequence-to-Sequence Models, COLING, 08 2018, Santa Fe
    Link

Graduate Studies