3 papers
cs.DB2025
ProvSQL: A General System for Keeping Track of the Provenance and Probability of Data
Aryak Sen, Silviu Maniu, Pierre Senellart
We present the data model, design choices, and performance of ProvSQL, a general and easy-to-deploy provenance tracking and probabilistic database system implemented as a PostgreSQ…
cs.DB2024★ 2 cited
Expected Shapley-Like Scores of Boolean Functions: Complexity and Applications to Probabilistic Databases
Pratik Karmakar, Mikaël Monet, Pierre Senellart +1
Shapley values, originating in game theory and increasingly prominent in explainable AI, have been proposed to assess the contribution of facts in query answering over databases, a…
cs.AI2023
Extracting Definienda in Mathematical Scholarly Articles with Transformers
Shufan Jiang, Pierre Senellart
We consider automatically identifying the defined term within a mathematical definition from the text of an academic article. Inspired by the development of transformer-based natur…