Samantha Kent
6 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (3)
COLING (1)
IJCNLP (1)
SEMEVAL (1)
Keywords
text classification
(4)
transformer model
(3)
fine-grained classification
(2)
event classification
(2)
document embedding
(2)
multilingual nlp
(2)
multi-label emotion detection
(2)
support vector machine
(1)
pre-trained language model
(1)
semantic evaluation
(1)
macro f1 score
(1)
fine-tuned transformer
(1)
fine-tuning transformer
(1)
structural linguistic similarity
(1)
transfer learning
(1)
fine-tuned roberta
(1)
sentiment analysis
(1)
natural language processing
(1)
named entity recognition
(1)
multi-label classification
(1)
Papers
ITF-NLP at SemEval-2025 Task 11 An Exploration of English and German Multi-label Emotion Detection using Fine-tuned Transformer Models
ACL 2025
ITF-NLP at SemEval-2025 Task 11 An Exploration of English and German Multi-label Emotion Detection using Fine-tuned Transformer Models
SEMEVAL 2025
Fraunhofer FKIE @ SMM4H 2022: System Description for Shared Tasks 2, 4 and 9
COLING 2022
CASE 2021 Task 2 Socio-political Fine-grained Event Classification using Fine-tuned RoBERTa Document Embeddings
ACL 2021
CASE 2021 Task 2 Socio-political Fine-grained Event Classification using Fine-tuned RoBERTa Document Embeddings
IJCNLP 2021
Multilingual Named Entity Recognition on Spanish-English Code-switched Tweets using Support Vector Machines
ACL 2018