Olga Vechtomova

Olga Vechtomova

University of Waterloo

H-index: 23

North America-Canada

About Olga Vechtomova

Olga Vechtomova, With an exceptional h-index of 23 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Waterloo, specializes in the field of Natural Language Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

LyricJam sonic: A generative system for Real-Time composition and musical improvisation

Enchancing Semi-Supervised Learning for Extractive Summarization with an LLM-based pseudolabeler

Promptmix: A class boundary augmentation method for large language model distillation

Future sight: Dynamic story generation with large pretrained language models

Deep learning for text style transfer: A survey

Wasserstein Autoencoders with Mixture of Gaussian Priors for Stylized Text Generation

LyricJam: a system for generating lyrics for live instrumental music

Towards a multi-agent system for online hate speech detection

Olga Vechtomova Information

University

Position

___

Citations(all)

3617

Citations(since 2020)

1968

Cited By

2271

hIndex(all)

23

hIndex(since 2020)

17

i10Index(all)

41

i10Index(since 2020)

24

Email

University Profile Page

University of Waterloo

Google Scholar

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Olga Vechtomova Skills & Research Interests

Natural Language Processing

Top articles of Olga Vechtomova

Title

Journal

Author(s)

Publication Date

LyricJam sonic: A generative system for Real-Time composition and musical improvisation

Olga Vechtomova

Gaurav Sahu

2023/4/1

Enchancing Semi-Supervised Learning for Extractive Summarization with an LLM-based pseudolabeler

arXiv preprint arXiv:2311.09559

Gaurav Sahu

Olga Vechtomova

Issam H Laradji

2023/11/16

Promptmix: A class boundary augmentation method for large language model distillation

EMNLP 2023

Gaurav Sahu

Olga Vechtomova

Dzmitry Bahdanau

Issam H. Laradji

2023/10/22

Future sight: Dynamic story generation with large pretrained language models

arXiv preprint arXiv:2212.09947

Brian D Zimmerman

Gaurav Sahu

Olga Vechtomova

2022/12/20

Deep learning for text style transfer: A survey

Computational Linguistics

Di Jin

Zhijing Jin

Zhiting Hu

Olga Vechtomova

Rada Mihalcea

2022/4/4

Wasserstein Autoencoders with Mixture of Gaussian Priors for Stylized Text Generation

Amirpasha Ghabussi

Lili Mou

Olga Vechtomova

2021/9/6

LyricJam: a system for generating lyrics for live instrumental music

ICCC 2021

Olga Vechtomova

Gaurav Sahu

Dhruv Kumar

2021/6/3

Towards a multi-agent system for online hate speech detection

Gaurav Sahu

Robin Cohen

Olga Vechtomova

2021/5/3

Generation of lyrics lines conditioned on music audio clips

Olga Vechtomova

Gaurav Sahu

Dhruv Kumar

2020/10

Stylized text generation: Approaches and applications

Lili Mou

Olga Vechtomova

2020/7

Iterative edit-based unsupervised sentence simplification

Dhruv Kumar

Lili Mou

Lukasz Golab

Olga Vechtomova

2020

Discrete optimization for unsupervised sentence summarization with word-level extraction

Raphael Schumann

Lili Mou

Yao Lu

Olga Vechtomova

Katja Markert

2020

Polarized-VAE: Proximity based disentangled representation learning for text generation

arXiv preprint arXiv:2004.10809

Vikash Balasubramanian

Ivan Kobyzev

Hareesh Bahuleyan

Ilya Shapiro

Olga Vechtomova

2020/4/22

See List of Professors in Olga Vechtomova University(University of Waterloo)