Sotiris Kotitsas
3 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Gold
πΊοΈ
Taxonomy Completionist
(12)
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(3)
Learning Paradigms
(3)
Natural Language Processing
(2)
Applications
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Machine Learning
(1)
Core Methods
(1)
Learning Types
(1)
Representation
(1)
Research
(1)
Resources & Methods
(1)
Science
(1)
Keywords
zero-shot learning
(1)
link prediction
(1)
few-shot learning
(1)
transfer learning
(1)
question answering
(1)
natural language understanding
(1)
graph representation
(1)
label hierarchy
(1)
recurrent neural network
(1)
lora fine-tuning
(1)
node representation
(1)
network embedding
(1)
multi-label text classification
(1)
claim detection
(1)
large language model
(1)
biomedical ontology
(1)
text descriptor
(1)
claim object detection
(1)
recurrent neural encoder
(1)
textual node descriptor
(1)
Papers
Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection
EACL 2024
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels
EMNLP 2020
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors
ACL 2019