Bogdan Sacaleanu
6 papers · 2003–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Ultra
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Interdisciplinary Bridge ยท Gold
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
natural language processing
(1)
epistemic uncertainty
(1)
named entity recognition
(1)
clinical text mining
(1)
text generation
(1)
interpretable machine learning
(1)
conditional generation
(1)
foundation model
(1)
counterfactual explanation
(1)
aleatoric uncertainty
(1)
predictive uncertainty
(1)
relation classification
(1)
biomedical natural language processing
(1)
clinical nlp
(1)
causal relation extraction
(1)
clinical knowledge
(1)
biomedical concept
(1)
healthcare text analysis
(1)
Papers
CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models
EACL 2023
Template Filling for Controllable Commonsense Reasoning
IJCNLP 2023
MIMICause: Representation and automatic extraction of causal relation types from clinical notes
ACL 2022
Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties
AISTATS 2021
Entailment-based Question Answering for Structured Data
COLING 2008
A Cross Language Document Retrieval System Based on Semantic Annotation
EACL 2003