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09/04/2023
Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective
The current boom of learned query optimizers (LQO) can be explained not ...
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07/03/2023
Data-Driven Information Extraction and Enrichment of Molecular Profiling Data for Cancer Cell Lines
With the proliferation of research means and computational methodologies...
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06/07/2023
ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems
Natural Language to SQL systems (NL-to-SQL) have recently shown a signif...
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07/22/2021
Multiple Query Optimization using a Hybrid Approach of Classical and Quantum Computing
Quantum computing promises to solve difficult optimization problems in c...
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04/28/2021
Bio-SODA: Enabling Natural Language Question Answering over Knowledge Graphs without Training Data
The problem of natural language processing over structured data has beco...
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04/09/2021
INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision]
A full-fledged data exploration system must combine different access mod...
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05/29/2020
ValueNet: A Neural Text-to-SQL Architecture Incorporating Values
Building natural language interfaces for databases has been a long-stand...
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04/16/2020
A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation
In this paper, we introduce a novel methodology to efficiently construct...
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11/26/2019
Join Query Optimization with Deep Reinforcement Learning Algorithms
Join query optimization is a complex task and is central to the performa...
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06/21/2019
A Comparative Survey of Recent Natural Language Interfaces for Databases
Over the last few years natural language interfaces (NLI) for databases ...
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06/05/2019
VoIDext: Vocabulary and patterns for enhancing interoperable datasets with virtual links
Semantic heterogeneity remains a problem when interoperating with data f...
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08/03/2018
