Beatrice Portelli
9 papers · 2020–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Unstoppable
(5)
Conferences
EMNLP (3)
ACL (2)
AACL (1)
COLING (1)
EACL (1)
IJCNLP (1)
Top co-authors
Keywords
adverse drug event
(2)
adverse drug event detection
(2)
text classification
(2)
named entity recognition
(2)
fact verification
(1)
data augmentation
(1)
prompt engineering
(1)
text generation
(1)
low-resource learning
(1)
low-rank adaptation
(1)
generative adversarial network
(1)
long-tail distribution
(1)
entity extraction
(1)
fake news detection
(1)
social media text
(1)
in-domain pretraining
(1)
biomedical named entity recognition
(1)
entity normalization
(1)
span extraction
(1)
clinical nlp
(1)
Papers
PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation
ACL 2024
Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts
AACL 2023
Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts
IJCNLP 2023
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
Keyphrase Generation with GANs in Low-Resources Scenarios
EMNLP 2020
Distilling the Evidence to Augment Fact Verification Models
ACL 2020