Mariana Romanyshyn
9 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Natural Language Processing
(9)
Resources & Methods
(7)
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(3)
Applications
(3)
Learning Paradigms
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Interdisciplinary
(1)
Models
(1)
Keywords
large language model
(3)
text classification
(3)
grammatical error correction
(2)
ukrainian language
(2)
named entity recognition
(2)
multilingual model
(2)
natural language processing
(2)
language model fine-tuning
(2)
text representation
(1)
deep learning
(1)
semantic hierarchy
(1)
low-resource language
(1)
supervised fine-tuning
(1)
knowledge benchmark
(1)
multi-domain learning
(1)
entity extraction
(1)
contextual embedding
(1)
multilingual dataset
(1)
entity annotation
(1)
shared task
(1)
Papers
Gender Swapping as a Data Augmentation Technique: Developing Gender-Balanced Datasets for Ukrainian Language Processing
ACL 2025
Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction
ACL 2025
Automated Extraction of Hypo-Hypernym Relations for the Ukrainian WordNet
COLING 2024
Computational Analysis of Dehumanization of Ukrainians on Russian Social Media
EACL 2024
Introducing NER-UK 2.0: A Rich Corpus of Named Entities for Ukrainian
COLING 2024
Introducing the Djinni Recruitment Dataset: A Corpus of Anonymized CVs and Job Postings
COLING 2024
The UNLP 2024 Shared Task on Fine-Tuning Large Language Models for Ukrainian
COLING 2024
Contextual Embeddings for Ukrainian: A Large Language Model Approach to Word Sense Disambiguation
EACL 2023
The UNLP 2023 Shared Task on Grammatical Error Correction for Ukrainian
EACL 2023