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1

Conversational Text-to-SQL: An Odyssey into State-of-the-Art and Challenges Ahead
Hari Krishnan Parthasarathi, Sree ; Zeng, Lu ; Hakkani-Tur, Dilek
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2023 - 2023 IEEE International Conference on. :1-5 Jun, 2023

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2

An Investigation into the Performances of the State-of-the-art Machine Learning Approaches for Various Cyber-attack Detection: A Survey
Ige, Tosin ; Kiekintveld, Christophet ; Piplai, Aritran
2024 IEEE International Conference on Electro Information Technology (eIT) Electro Information Technology (eIT), 2024 IEEE International Conference on. :135-144 May, 2024

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3

Large-scale text-to-SQL generation with adversarial defense
Liao, Hai ; Chen, Song ; Xiao, Yun ; et al.
In Information Sciences 25 April 2026 733

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4

Debunking the Myth of Join Ordering: Toward Robust SQL Analytics
Zhao, Junyi ; Su, Kai ; Yang, Yifei ; et al.
Proceedings of the ACM on Management of Data - SIGMOD. 3(3):1-28

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5

Comparing Machine Learning for SQL Injection Detection in Web Systems
Lopez-Tenorio, Brandom ; Dominguez-Isidro, Saul ; Cortes-Verdin, Maria Karen ; et al.
2023 10th International Conference on Soft Computing & Machine Intelligence (ISCMI) Soft Computing & Machine Intelligence (ISCMI), 2023 10th International Conference on. :17-21 Nov, 2023

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6

The art of SQL algorithms
Blacher, Mark ; Giesen, Joachim ; Laue, Sören ; et al.

thesis Doktorarbeit ddc:004 SQL Algorithmus Maschinelles Lernen
Dissertation
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7

N-Best Hypotheses Reranking for Text-to-SQL Systems
Zeng, Lu ; Parthasarathi, Sree Hari Krishnan ; Hakkani-Tur, Dilek
2022 IEEE Spoken Language Technology Workshop (SLT) Spoken Language Technology Workshop (SLT), 2023 IEEE. :663-670 Jan, 2023

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8

SPG-SQL: Semantic Path Guided SQL Generation Model with Gumbel-Enhanced Graph Pruning
Zhang, Junrui ; Gou, Haosong ; Qiao, Shaojie ; et al.
2025 5th International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA) Artificial Intelligence, Big Data and Algorithms (CAIBDA), 2025 5th International Conference on. :1658-1663 Jun, 2025

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9

MGRR-SQL: Multi-Granularity Relevant Retrieval-Based in-Context Learning Approach for Text-to-SQL Generation
Zhan, Yiming ; Li, Zhao ; Chen, Tong ; et al.
2025 8th International Conference on Advanced Algorithms and Control Engineering (ICAACE) Advanced Algorithms and Control Engineering (ICAACE), 2025 8th International Conference on. :1478-1485 Mar, 2025

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10

Exploring Large Language Models for Text-to-SQL Error Correction with LoRA Fine-Tuning
Jiang, Guangxin ; Ma, Chao
2025 8th International Conference on Advanced Algorithms and Control Engineering (ICAACE) Advanced Algorithms and Control Engineering (ICAACE), 2025 8th International Conference on. :2670-2674 Mar, 2025

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11

SQL injection attack: Detection, prioritization & prevention
Paul, Alan ; Sharma, Vishal ; Olukoya, Oluwafemi
In Journal of Information Security and Applications September 2024 85

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12

GuideSQL: Utilizing Tables to Guide the Prediction of Columns for Text-to-SQL Generation
Wang, Huajie ; Chen, Lei ; Li, Mei ; et al.
2020 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2020 International Joint Conference on. :1-7 Jul, 2020

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13

Search-Based Test Data Generation for SQL Queries
Castelein, Jeroen ; Aniche, Mauricio ; Soltani, Mozhan ; et al.
2018 IEEE/ACM 40th International Conference on Software Engineering (ICSE) ICSE Software Engineering (ICSE), 2018 IEEE/ACM 40th International Conference on. :1220-1230 May, 2018

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14

LILLIE: Information extraction and database integration using linguistics and learning-based algorithms
Smith, Ellery ; Papadopoulos, Dimitris ; Braschler, Martin ; et al.
In Information Systems March 2022 105

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15

SQL: Superpixels via quaternary labeling
Chai, Dengfeng
In Pattern Recognition August 2019 92:52-63

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16

Using positional sequence patterns to estimate the selectivity of SQL LIKE queries
Aytimur, Mehmet ; Cakmak, Ali
In Expert Systems With Applications 1 March 2021 165

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17

HR-SQL: Extending SQL with hypothetical reasoning and improved recursion for current database systems
Nieva, Susana ; Sáenz-Pérez, Fernando ; Sánchez-Hernández, Jaime
In Information and Computation April 2020 271

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18

A Machine Learning Approach to SQL Injection Detection in Web Applications
Seada, Youssef ; Mohamed, Ahmed ; Hany, Mena ; et al.
2024 Intelligent Methods, Systems, and Applications (IMSA) Intelligent Methods, Systems, and Applications (IMSA), 2024. :26-32 Jul, 2024

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19

Semantic Query-Featured Ensemble Learning Model for SQL-Injection Attack Detection in IoT-Ecosystems
M, G. ; H B, P.
IEEE Transactions on Reliability IEEE Trans. Rel. Reliability, IEEE Transactions on. 71(2):1057-1074 Jun, 2022

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20

Sequential Feature Augmentation for Robust Text-to-SQL
Shen, Hao ; Shen, Ran ; Sun, Gang ; et al.
2023 International Conference on Algorithms, Computing and Data Processing (ACDP) ACDP Algorithms, Computing and Data Processing (ACDP), 2023 International Conference on. :217-223 Jun, 2023

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