Federica Gamba
6 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Trend Setter
Venues
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Research topics
Natural Language Processing
(5)
Applications
(4)
Resources & Methods
(3)
Understanding
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Machine Learning
(2)
Core Methods
(2)
Linguistics
(2)
Architectures
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
semantic annotation
(2)
pre-trained language model
(2)
morphological analysis
(2)
factual accuracy
(1)
multilingual nlp
(1)
word sense disambiguation
(1)
syntactic parsing
(1)
universal dependencies
(1)
dependency parsing
(1)
multi-label classification
(1)
semantic representation
(1)
graph representation
(1)
class imbalance
(1)
cross-linguistic analysis
(1)
loss function
(1)
model ensemble
(1)
hallucination detection
(1)
focal loss
(1)
meaning representation
(1)
food hazard detection
(1)
Papers
Bootstrapping UMRs from Universal Dependencies for Scalable Multilingual Annotation
ACL 2025
Fossils at SemEval-2025 Task 9: Tasting Loss Functions for Food Hazard Detection in Text Reports
SemEval 2025
SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications
AACL 2025
Predicate Sense Disambiguation for UMR Annotation of Latin: Challenges and Insights
ACL 2024
ÚFAL LatinPipe at EvaLatin 2024: Morphosyntactic Analysis of Latin
COLING 2024
Universal Feature-based Morphological Trees
COLING 2024