Silvia Casola
9 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(27)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
❓
The Questioner
Conferences
EMNLP (6)
COLING (2)
ACL (1)
Top co-authors
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
Reason to Rote: Rethinking Memorization in Reasoning
EMNLP 2025
LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task
EMNLP 2025
PERSEVAL: A Framework for Perspectivist Classification Evaluation
EMNLP 2025
MultiPICo: Multilingual Perspectivist Irony Corpus
ACL 2024
I’m sure you’re a real scholar yourself: Exploring Ironic Content Generation by Large Language Models
EMNLP 2024
Confidence-based Ensembling of Perspective-aware Models
EMNLP 2023
What’s in a (dataset’s) name? The case of BigPatent
EMNLP 2022
Exploring the limits of a base BART for multi-document summarization in the medical domain
COLING 2022
FBK@SMM4H2020: RoBERTa for Detecting Medications on Twitter
COLING 2020