Cover Image

Confidence Estimation for Text-to-SQL in Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Maleki, Sepideh Entezari, Pourreza, Mohammadreza, Rafiei, Davood
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models
by: Pourreza, Mohammadreza, et al.
Published: (2024)

Do LLMs Align with My Task? Evaluating Text-to-SQL via Dataset Alignment
by: Rafiei, Davood, et al.
Published: (2025)

SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder
by: Pourreza, Mohammadreza, et al.
Published: (2024)

SQL-Exchange: Transforming SQL Queries Across Domains
by: Daviran, Mohammadreza, et al.
Published: (2025)

SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging
by: Pourreza, Mohammadreza, et al.
Published: (2024)

SynSQL: Synthesizing Relational Databases for Robust Evaluation of Text-to-SQL Systems
by: Habibollah, Mohammadamin, et al.
Published: (2026)

CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
by: Pourreza, Mohammadreza, et al.
Published: (2024)

Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
by: Pourreza, Mohammadreza, et al.
Published: (2025)

TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition
by: Nahid, Md Mahadi Hasan, et al.
Published: (2024)

SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)
by: Sun, Ruoxi, et al.
Published: (2023)

ErrorLLM: Modeling SQL Errors for Text-to-SQL Refinement
by: Hong, Zijin, et al.
Published: (2026)

An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model
by: Zheng, Ziyang, et al.
Published: (2024)

eC-Tab2Text: Aspect-Based Text Generation from e-Commerce Product Tables
by: Guanilo, Luis Antonio Gutiérrez, et al.
Published: (2025)

GradeSQL: Test-Time Inference with Outcome Reward Models for Text-to-SQL Generation from Large Language Models
by: Tritto, Mattia, et al.
Published: (2025)

NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization
by: Nahid, Md Mahadi Hasan, et al.
Published: (2024)

CodeS: Towards Building Open-source Language Models for Text-to-SQL
by: Li, Haoyang, et al.
Published: (2024)

Text2SQL-Flow: A Robust SQL-Aware Data Augmentation Framework for Text-to-SQL
by: Cai, Qifeng, et al.
Published: (2025)

AmbiSQL: Interactive Ambiguity Detection and Resolution for Text-to-SQL
by: Ding, Zhongjun, et al.
Published: (2025)

OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale
by: Li, Haoyang, et al.
Published: (2025)

Rationalization Models for Text-to-SQL
by: Rossiello, Gaetano, et al.
Published: (2025)

Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL
by: Thorpe, Dayton G., et al.
Published: (2024)

V-SQL: A View-based Two-stage Text-to-SQL Framework
by: You, Zeshun, et al.
Published: (2024)

ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects
by: Zhang, Jipeng, et al.
Published: (2025)

Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL
by: Zhong, Qihuang, et al.
Published: (2024)

Agentar-Scale-SQL: Advancing Text-to-SQL through Orchestrated Test-Time Scaling
by: Wang, Pengfei, et al.
Published: (2025)

LDI: Localized Data Imputation for Text-Rich Tables
by: Omidvartehrani, Soroush, et al.
Published: (2025)

Structure Guided Large Language Model for SQL Generation
by: Zhang, Qinggang, et al.
Published: (2024)

FINER-SQL: Boosting Small Language Models for Text-to-SQL
by: Hoang, Thanh Dat, et al.
Published: (2026)

Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration
by: Sun, Linzhuang, et al.
Published: (2025)

TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations
by: Nobari, Arash Dargahi, et al.
Published: (2024)

FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
by: Zhang, Chao, et al.
Published: (2024)

RSL-SQL: Robust Schema Linking in Text-to-SQL Generation
by: Cao, Zhenbiao, et al.
Published: (2024)

Synthetic SQL Column Descriptions and Their Impact on Text-to-SQL Performance
by: Wretblad, Niklas, et al.
Published: (2024)

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases
by: Safdarian, AmirHossein, et al.
Published: (2025)

Prompt Engineering Techniques for Context-dependent Text-to-SQL in Arabic
by: Almohaimeed, Saleh, et al.
Published: (2025)

SQLStructEval: Structural Evaluation of LLM Text-to-SQL Generation
by: Zhou, Yixi, et al.
Published: (2026)

EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing
by: Zhu, Yizhang, et al.
Published: (2025)

EPI-SQL: Enhancing Text-to-SQL Translation with Error-Prevention Instructions
by: Liu, Xiping, et al.
Published: (2024)

Analyzing the Effectiveness of Large Language Models on Text-to-SQL Synthesis
by: Roberson, Richard, et al.
Published: (2024)

IndicDB -- Benchmarking Multilingual Text-to-SQL Capabilities in Indian Languages
by: Dawar, Aviral, et al.
Published: (2026)