Katsiaryna Mirylenka
5 papers · 2021–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
AAAI (1)
AACL (1)
ACL (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
multi-label classification
(3)
active learning
(3)
multi-label text classification
(2)
sentence embedding
(2)
class embedding
(2)
document embedding
(2)
retrieval-augmented generation
(1)
constrained decoding
(1)
transformer language model
(1)
siamese network
(1)
entity resolution
(1)
low-resource domain
(1)
entity matching
(1)
large language model
(1)
graph neural network
(1)
api integration
(1)
domain-specific classification
(1)
business entity
(1)
domain-specific text classification
(1)
reinforcement learning
(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
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification
IJCNLP 2022
Business Entity Matching with Siamese Graph Convolutional Networks
AAAI 2021