Deutch, Daniel
- Break It Down: A Question Understanding Benchmark
2020/01/31 by Tomer Wolfson, Mor Geva, Wolfson, Tomer +11 · 11 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Computing the Shapley Value of Facts in Query Answering
2021/12/16 by Deutch, Daniel, Frost, Nave, Kimelfeld, Benny +1 · 6 citations
#Databases (cs.DB) #FOS: Computer and information sciences
- Provenance for Aggregate Queries
2011/01/05 by Yael Amsterdamer, Amsterdamer, Yael, Daniel Deutch +3 · 2 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management
- Answering Questions by Meta-Reasoning over Multiple Chains of Thought
2023/04/25 by Ori Yoran, Tomer Wolfson, Yoran, Ori +9 · 4 citations
Computer Science · #Topic Modeling #Expert finding and Q&A systems #Advanced Graph Neural Networks
- Banzhaf Values for Facts in Query Answering
2023/08/10 by Omer Abramovich, Abramovich, Omer, Daniel Deutch +7 · 3 citations
Computer Science · #Bayesian Modeling and Causal Inference #Constraint Satisfaction and Optimization #Databases (cs.DB) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
- Weakly Supervised Text-to-SQL Parsing through Question Decomposition
2021/12/12 by Tomer Wolfson, Daniel Deutch, Wolfson, Tomer +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- On the Limitations of Provenance for Queries With Difference
2011/05/11 by Yael Amsterdamer, Daniel Deutch, Amsterdamer, Yael +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Databases (cs.DB) #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
- FEDEX: An Explainability Framework for Data Exploration Steps
2022/09/13 by Daniel Deutch, Deutch, Daniel, Amir Gilad +7 · 1 citation
Computer Science · #Data Visualization and Analytics #Semantic Web and Ontologies #Time Series Analysis and Forecasting
- Advancing Fact Attribution for Query Answering: Aggregate Queries and Novel Algorithms
2025/06/20 by Abramovich, Omer, Deutch, Daniel, Frost, Nave +2 · 3 citations
#Databases (cs.DB) #FOS: Computer and information sciences
- CaFA: Cost-aware, Feasible Attacks With Database Constraints Against Neural Tabular Classifiers
2025/01/17 by Matan Ben-Tov, Ben-Tov, Matan, Daniel Deutch +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences