Katsiaryna Mirylenka
4 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Resources & Methods
(1)
Keywords
multi-label classification
(2)
active learning
(2)
text classification
(1)
data integration
(1)
code generation
(1)
natural language understanding
(1)
retrieval-augmented generation
(1)
constrained decoding
(1)
document embedding
(1)
sentence embedding
(1)
siamese network
(1)
entity resolution
(1)
multi-label text classification
(1)
low-resource domain
(1)
entity matching
(1)
large language model
(1)
graph neural network
(1)
api integration
(1)
class embedding
(1)
domain-specific classification
(1)
Papers
Adapting LLMs for Structured Natural Language API Integration
EMNLP 2024
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification
ACL 2023
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification
AACL 2022
Business Entity Matching with Siamese Graph Convolutional Networks
AAAI 2021