Andrea Bacciu
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Natural Language Processing
(3)
Deep Learning
(2)
Machine Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
neural network
(2)
large language model
(2)
uncertainty quantification
(1)
sampling strategy
(1)
video prediction
(1)
self-supervised learning
(1)
multilingual nlp
(1)
cross-lingual transfer
(1)
question answering
(1)
semantic parsing
(1)
language model evaluation
(1)
semantic role labeling
(1)
hallucination detection
(1)
monte carlo method
(1)
italian language
(1)
depthwise convolution
(1)
frame prediction
(1)
temperature sampling
(1)
generative diversity
(1)
statistical calibration
(1)
Papers
Monte Carlo Temperature: a robust sampling strategy for LLM’s uncertainty quantification methods
NAACL 2025
STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing
WACV 2025
DanteLLM: Let’s Push Italian LLM Research Forward!
COLING 2024
Handling Ontology Gaps in Semantic Parsing
NAACL 2024
Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources
NAACL 2021