Aleksei Dorkin
5 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(4)
Machine Learning
(3)
Applications
(3)
Interdisciplinary
(2)
Linguistics
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Understanding
(1)
Keywords
sentiment analysis
(1)
knowledge transfer
(1)
information retrieval
(1)
data annotation
(1)
semantic search
(1)
document retrieval
(1)
part-of-speech tagging
(1)
emotion detection
(1)
approximate nearest neighbor
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
multilingual model
(1)
cross-lingual retrieval
(1)
morphological annotation
(1)
historical language
(1)
adapter training
(1)
reverse dictionary
(1)
ancient language
(1)
large language model
(1)
subject tagging
(1)
Papers
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval
SemEval 2025
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation
NAACL 2024
TartuNLP at EvaLatin 2024: Emotion Polarity Detection
COLING 2024
TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics
ACL 2024
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages
EACL 2024