Alessandro Antonucci
11 papers · 2014–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (11)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Keyword Champion
(2)
π
Conference Pioneer
β‘
Prolific Year
(6)
π
Trend Setter
π
Century Club
(11)
Conferences
PGM (6)
COLING (1)
EMNLP (1)
NIPS (1)
SEMEVAL (1)
UAI (1)
Top co-authors
Keywords
credal network
(3)
probabilistic graphical model
(2)
causal inference
(2)
counterfactual reasoning
(2)
bayesian network
(2)
structural causal model
(2)
unsupervised learning
(2)
graphical model
(1)
semantic shift
(1)
uncertainty estimation
(1)
selection bia
(1)
word embedding
(1)
sum-product network
(1)
robustness analysis
(1)
counterfactual query
(1)
contextual embedding
(1)
causal classification
(1)
bert embedding
(1)
contextualized embedding
(1)
semantic shift detection
(1)
Papers
Causal Understanding by LLMs: The Role of Uncertainty
EMNLP 2025
Knowledge Intensive Learning of Credal Networks
UAI 2024
Bounding Counterfactuals under Selection Bias
PGM 2022
CREDICI: A Java Library for Causal Inference by Credal Networks
PGM 2020
CREMA: A Java Library for Credal Network Inference
PGM 2020
Structural Causal Models Are (Solvable by) Credal Networks
PGM 2020
SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces
COLING 2020
Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks
PGM 2020
SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces
SEMEVAL 2020
Proceedings of the Eighth International Conference on Probabilistic Graphical Models
PGM 2016
Global Sensitivity Analysis for MAP Inference in Graphical Models
NIPS 2014