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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 ...

0 Claude Lehmann, et al. ∙

∙ 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...

0 Ellery Smith, et al. ∙

∙ 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...

0 Yi Zhang, et al. ∙

∙ 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...

0 Tobias Fankhauser, et al. ∙

∙ 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...

0 Ana Claudia Sima, et al. ∙

∙ 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...

21 Sihem Amer-Yahia, et al. ∙

∙ 05/29/2020

ValueNet: A Neural Text-to-SQL Architecture Incorporating Values

Building natural language interfaces for databases has been a long-stand...

0 Ursin Brunner, et al. ∙

∙ 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...

0 Jan Deriu, et al. ∙

∙ 11/26/2019

Join Query Optimization with Deep Reinforcement Learning Algorithms

Join query optimization is a complex task and is central to the performa...

23 Jonas Heitz, et al. ∙

∙ 06/21/2019

A Comparative Survey of Recent Natural Language Interfaces for Databases

Over the last few years natural language interfaces (NLI) for databases ...

0 Katrin Affolter, et al. ∙

∙ 06/05/2019

VoIDext: Vocabulary and patterns for enhancing interoperable datasets with virtual links

Semantic heterogeneity remains a problem when interoperating with data f...

0 Tarcisio Mendes de Farias, et al. ∙

∙ 08/03/2018

ViPIOS - VIenna Parallel Input Output System: Language, Compiler and Advanced Data Structure Support for Parallel I/O Operations

For an increasing number of data intensive scientific applications, para...

0 Erich Schikuta, et al. ∙

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