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Text-to-SQL: A methodical review of challenges and models
Ali Buğra Kanburoğlu
*
,
F. Boray Tek
*
Corresponding author for this work
Department of Artificial Intelligence and Data Engineering
Isik University
Research output
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Contribution to journal
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Article
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peer-review
7
Citations (Scopus)
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Keyphrases
Text-to-SQL
100%
Large Language Models
25%
Improvement Area
12%
Evaluation Metrics
12%
Training Model
12%
Training Time
12%
Model-based Approach
12%
Evaluation Benchmark
12%
Cross-domain
12%
Evaluation Strategy
12%
Non-English Language
12%
SQL Query
12%
Automated Translation
12%
Training Implementation
12%
Natural Language Query
12%
PRISMA Systematic Review
12%
Systematic Review Methodology
12%
Spider Dataset
12%
Computer Science
Structured Query Language
100%
Large Language Model
33%
Evaluation Metric
11%
Future Direction
11%
Evaluation Benchmark
11%
Training Model
11%
Query Language
11%