Silvia Casola
9 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(6)
Natural Language Processing
(5)
Artificial Intelligence
(3)
Applications · Natural Language Processing
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
irony detection
(2)
annotator disagreement
(2)
text classification
(2)
natural language generation
(1)
extractive summarization
(1)
natural language processing
(1)
neural network optimization
(1)
multilingual nlp
(1)
label noise
(1)
ensemble method
(1)
benchmark dataset
(1)
generalization capability
(1)
medical domain
(1)
social media
(1)
text generation
(1)
confidence estimation
(1)
classification evaluation
(1)
multi-document summarization
(1)
human evaluation
(1)
Papers
LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task
EMNLP 2025
PERSEVAL: A Framework for Perspectivist Classification Evaluation
EMNLP 2025
Reason to Rote: Rethinking Memorization in Reasoning
EMNLP 2025
I’m sure you’re a real scholar yourself: Exploring Ironic Content Generation by Large Language Models
EMNLP 2024
MultiPICo: Multilingual Perspectivist Irony Corpus
ACL 2024
Confidence-based Ensembling of Perspective-aware Models
EMNLP 2023
Exploring the limits of a base BART for multi-document summarization in the medical domain
COLING 2022
What’s in a (dataset’s) name? The case of BigPatent
EMNLP 2022
FBK@SMM4H2020: RoBERTa for Detecting Medications on Twitter
COLING 2020