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08/10/2023
Banzhaf Values for Facts in Query Answering
Quantifying the contribution of database facts to query answers has been...
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04/25/2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought
Modern systems for multi-hop question answering (QA) typically break que...
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09/13/2022
FEDEX: An Explainability Framework for Data Exploration Steps
When exploring a new dataset, Data Scientists often apply analysis queri...
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12/16/2021
Computing the Shapley Value of Facts in Query Answering
The Shapley value is a game-theoretic notion for wealth distribution tha...
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12/12/2021
Weakly Supervised Mapping of Natural Language to SQL through Question Decomposition
Natural Language Interfaces to Databases (NLIDBs), where users pose quer...
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02/27/2021
On Optimizing the Trade-off between Privacy and Utility in Data Provenance
Organizations that collect and analyze data may wish or be mandated by r...
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07/10/2020
Equivalence-Invariant Algebraic Provenance for Hyperplane Update Queries
The algebraic approach for provenance tracking, originating in the semir...
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07/10/2020
Hypothetical Reasoning via Provenance Abstraction
Data analytics often involves hypothetical reasoning: repeatedly modifyi...
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07/10/2020
COBRA: Compression via Abstraction of Provenance for Hypothetical Reasoning
Data analytics often involves hypothetical reasoning: repeatedly modifyi...
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07/08/2020
Explaining Natural Language Query Results
Multiple lines of research have developed Natural Language (NL) interfac...
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07/08/2020
Just in Time: Personal Temporal Insights for Altering Model Decisions
The interpretability of complex Machine Learning models is coming to be ...
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07/08/2020
T-REx: Table Repair Explanations
Data repair is a common and crucial step in many frameworks today, as ap...
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04/10/2020
On Multiple Semantics for Declarative Database Repairs
We study the problem of database repairs through a rule-based framework ...
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01/31/2020
Break It Down: A Question Understanding Benchmark
Understanding natural language questions entails the ability to break do...
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08/14/2018
Explaining Queries over Web Tables to Non-Experts
Designing a reliable natural language (NL) interface for querying tables...
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01/19/2018
Computing Possible and Certain Answers over Order-Incomplete Data
This paper studies the complexity of query evaluation for databases whos...
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07/22/2017