Giuseppe Serra
8 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(21)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
text classification
(3)
feature extraction
(2)
zero-shot learning
(1)
ensemble learning
(1)
text generation
(1)
sentiment analysis
(1)
fact verification
(1)
long-tail distribution
(1)
data augmentation
(1)
named entity recognition
(1)
online learning
(1)
low-resource learning
(1)
generative adversarial network
(1)
uncertainty estimation
(1)
catastrophic forgetting
(1)
entity extraction
(1)
memory management
(1)
fake news detection
(1)
social media text
(1)
transformer architecture
(1)
Papers
Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond
ICLR 2025
AILAB-Udine@SMM4Hβ22: Limits of Transformers and BERT Ensembles
COLING 2022
Generalizing over Long Tail Concepts for Medical Term Normalization
EMNLP 2022
BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection
EACL 2021
NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations
EMNLP 2021
Distilling the Evidence to Augment Fact Verification Models
ACL 2020
Keyphrase Generation with GANs in Low-Resources Scenarios
EMNLP 2020
Predicting the Usefulness of Amazon Reviews Using Off-The-Shelf Argumentation Mining
EMNLP 2018