Olga Vechtomova
17 papers · 2004–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Champion
(3)
ποΈ
Keyword Collector
(67)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(13)
Learning Types Β· Machine Learning
(10)
Deep Learning
(8)
Natural Language Processing
(6)
Models
(6)
Architectures
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Applications
(3)
Core AI
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Computer Science
(1)
Mathematics & Optimization
(1)
Keywords
latent space
(5)
disentangled representation
(3)
sentence generation
(3)
adversarial learning
(3)
data augmentation
(3)
few-shot learning
(2)
large language model
(2)
variational autoencoder
(2)
text generation
(2)
text classification
(2)
generative adversarial network
(2)
unsupervised learning
(2)
knowledge distillation
(1)
text editing
(1)
embedding learning
(1)
style transfer
(1)
semi-supervised learning
(1)
reinforcement learning
(1)
sentiment analysis
(1)
social media analysis
(1)
Papers
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches
NAACL 2025
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation
EMNLP 2023
Adaptive Fusion Techniques for Multimodal Data
EACL 2021
Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation
EACL 2021
Adversarial Learning on the Latent Space for Diverse Dialog Generation
COLING 2020
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction
ACL 2020
Iterative Edit-Based Unsupervised Sentence Simplification
ACL 2020
Stylized Text Generation: Approaches and Applications
ACL 2020
Disentangled Representation Learning for Non-Parallel Text Style Transfer
ACL 2019
Generating Sentences from Disentangled Syntactic and Semantic Spaces
ACL 2019
Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation
NAACL 2019
Variational Attention for Sequence-to-Sequence Models
COLING 2018
UWaterloo at SemEval-2017 Task 7: Locating the Pun Using Syntactic Characteristics and Corpus-based Metrics
SemEval 2017
UWaterloo at SemEval-2017 Task 8: Detecting Stance towards Rumours with Topic Independent Features
SemEval 2017
UW-FinSent at SemEval-2017 Task 5: Sentiment Analysis on Financial News Headlines using Training Dataset Augmentation
SemEval 2017
UWaterloo at SemEval-2016 Task 5: Minimally Supervised Approaches to Aspect-Based Sentiment Analysis
SemEval 2016
Comparison of Two Interactive Search Refinement Techniques
NAACL 2004