Search Results - "Text2SQL"

AIA: Autoregression-Based Injection Attacks Against Text2SQL Models

Authors: Deyin Li Xiang Ling Changjiang Li et al.

Source: Proceedings of the AAAI Conference on Artificial Intelligence. 39:18262-18270

Zero-Shot Prompting Strategies for Table Question Answering in Portuguese: An Exploration of Prompt-Based Approaches for Text2SQL in the Portuguese Language

Authors: Jannuzzi, Marcelo Poles Castelli, Mauro Peres, Fernando Augusto Junqueira et al.

Contributors: Jannuzzi, Marcelo Poles Castelli, Mauro Peres, Fernando Augusto Junqueira et al.

Subject Terms: Natural Language Processing, Text2SQL, Table Question Answering, Large Language Models, GPT-3, GPT-4, Zero-Shot Prompting, Portuguese Language, Spider Benchmark, Natural Language Interface for Databases, Processamento de Linguagem Natural, Língua Portuguesa, Conjunto de Dados Spider, Interface de Linguagem Natural para Bancos de Dados, Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação

File Description: application/pdf

Availability: http://hdl.handle.net/10362/159406

Evaluating Fine-Tuned LLMs with RAG and Text2SQL for the Water Conservancy Domain

Authors: Zheyuan Huang Shuaisen Ma Hongxia Wang et al.

Source: 2025 6th International Conference on Computer Engineering and Application (ICCEA). :1331-1334

Text2SQL Training Corpus Generation Based on Bidirectional Enhancement and Multi-Stage Supervision

Source: Computer Science and Application. 15:1-8

Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning

Authors: Stoisser, Josefa Lia Martell, Marc Boubnovski Fauqueur, Julien

Source: Proceedings of the 4th Table Representation Learning Workshop. :229-240

Subject Terms: FOS: Computer and information sciences, Computer Science - Computation and Language, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Computation and Language (cs.CL)

Access URL: http://arxiv.org/abs/2505.00016

Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation

Authors: Gao yu Zhu Wei Shao Xichou Zhu et al.

Source: Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 3: Industry Track). :54-61

Text2SQL Business Intelligence System Based on Retrieval‐Augmented Generation (RAG)

Authors: Jie Liu Shiwei Chu

Source: Engineering Reports, Vol 7, Iss 6, Pp n/a-n/a (2025)

Subject Terms: natural language big models, natural language queries, Electronic computers. Computer science, retrieval‐augmented generation, text to structured query language, business intelligence systems, QA75.5-76.95, TA1-2040, Engineering (General). Civil engineering (General)

Access URL: https://doaj.org/article/ed297ee675124c93b176c3de13dab530

Optimizing Customer Support Using Text2SQL to Query Natural Language Databases

Authors: Michal Maj Damian Pliszczuk Patryk Marek et al.

Source: EUROPEAN RESEARCH STUDIES JOURNAL. :426-438

Fundamental Challenges in Evaluating Text2SQL Solutions and Detecting Their Limitations

Authors: Renggli, Cedric Ilyas, Ihab F. Rekatsinas, Theodoros

Index Terms: Computer Science - Machine Learning, Computer Science - Databases, text

URL: http://arxiv.org/abs/2501.18197

FinStat2SQL: A Text2SQL Pipeline for Financial Statement Analysis

Authors: Nguyen, Quang Hung Trinh, Phuong Anh Mai, Phan Quoc Hung et al.

Subject Terms: FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence

Access URL: http://arxiv.org/abs/2506.23273

Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL

Authors: Papicchio, Simone Rossi, Simone Cagliero, Luca et al.

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Databases, Databases (cs.DB), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2504.15077

LI-EMRSQL: Linking Information Enhanced Text2SQL Parsing on Complex Electronic Medical Records

Authors: Qing Li Tao You Jinchao Chen et al.

Source: IEEE Transactions on Reliability. 73:1280-1290

GBV-SQL: Guided Generation and SQL2Text Back-Translation Validation for Multi-Agent Text2SQL

Authors: Chen, Daojun Wang, Xi Ren, Shenyuan et al.

Subject Terms: FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence

Access URL: http://arxiv.org/abs/2509.12612

Datrics Text2SQL: A Framework for Natural Language to SQL Query Generation

Authors: Gladkykh, Tetiana Kirykov, Kyrylo

Subject Terms: FOS: Computer and information sciences, Databases, Artificial Intelligence (cs.AI), Artificial Intelligence, Databases (cs.DB), Computation and Language, Computation and Language (cs.CL), H.2.3, I.2.7

Access URL: http://arxiv.org/abs/2506.12234

MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations

Authors: Chunhui Li Yifan Wang Zhen Wu et al.

Source: Findings of the Association for Computational Linguistics ACL 2024. :13857-13867

LR-SQL: A Supervised Fine-Tuning Method for Text2SQL Tasks Under Low-Resource Scenarios

Authors: Wuzhenghong Wen Yongpan Zhang Su Pan et al.

Source: Electronics. 14:3489

Subject Terms: Computer Science - Computation and Language, Computer Science - Databases, Computer Science - Artificial Intelligence, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2410.11457

Rethinking Agentic Workflows: Evaluating Inference-Based Test-Time Scaling Strategies in Text2SQL Tasks

Authors: Guo, Jiajing Patel, Kenil Ono, Jorge Piazentin et al.

Subject Terms: Databases, Computation and Language

Access URL: http://arxiv.org/abs/2510.10885

RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-Completion

Authors: Bolong Zheng Lei Bi Ruijie Xi et al.

Source: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. :1458-1467

M-SQL: Multi-Task Representation Learning for Single-Table Text2sql Generation

Authors: Xiaoyu Zhang Fengjing Yin Guojie Ma et al.

Source: IEEE Access, Vol 8, Pp 43156-43167 (2020)

Subject Terms: M-SQL, pre-trained, 0202 electrical engineering, electronic engineering, information engineering, multi-task learning, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, Text2SQL, TK1-9971

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/8948470/09020099.pdf
https://doaj.org/article/2a06bf871ce3432b962f5291ad9273b1

Diseño e Implementación de un sistema multiagente conversacional text2SQL para mejorar la accesibilidad de bases de datos

Authors: Sánchez Sánchez, Alberto Salido Gregorio, Miguel Angel Pérez Bernal, Christian et al.

Contributors: Sánchez Sánchez, Alberto Salido Gregorio, Miguel Angel Pérez Bernal, Christian et al.

Source: RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Universitat Politècnica de València (UPV)

Subject Terms: Modelos de lenguaje, Multi-Agent System, Conversational Assistant, Models de llenguatge, Automated SQL Query Generation, Sistema multiagente, Relational Databases, Máster Universitario en Inteligencia Artificial, Reconocimiento de Formas e Imagen Digital-Màster Universitari en Intel·ligència Artificial, Reconeixement de Formes i Imatge Digital, Asistente conversacional, Bases de datos relacionales, Bases de dades relacionals, Procesamiento de lenguaje natural, Assistent conversacional, Generación automática de consultas SQL, Text2SQL, Sistema multiagent, Processament de llenguatge natural, Language Models, Natural Language Processing, Generació automàtica de consultes SQL

File Description: application/pdf

Access URL: https://riunet.upv.es/handle/10251/225174