Elisa Bertino

5 papers · 2019–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (15) 🚀 Conference Pioneer

Venues

AAAI (2) EMNLP (1) IJCAI (1) IJCNLP (1)

Top co-authors

Mark Law (3) Alessandra Russo (3) Krysia Broda (3) Jorge Lobo (2) Zeru Shi (1) Yucheng Zhang (1) Mirza Masfiqur Rahman (1) Bruno Ribeiro (1) Imtiaz Karim (1) Yongye Su (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Core Methods (2) Computer Science (1) Deep Learning (1) Knowledge & Reasoning (1) Natural Language Processing (1) Applications (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Reasoning (1) Systems (1)

Keywords

answer set programming (2) hypothesis learning (2) inductive logic programming (2) knowledge representation (1) sql generation (1) constraint satisfaction (1) rule learning (1) relational database (1) semantic annotation (1) abductive reasoning (1) scoring function (1) scalable algorithm (1) logic rule (1) natural language interface (1) context-free grammar (1) access control (1) large language model (1) domain-specific optimization (1) cascade update (1) schema reasoning (1)

Papers

Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025 SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis IJCNLP 2023 Scalable Non-observational Predicate Learning in ASP IJCAI 2021 FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria AAAI 2020 Representing and Learning Grammars in Answer Set Programming AAAI 2019