Cover Image

Confidence Estimation for Error Detection in Text-to-SQL Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Somov, Oleg, Tutubalina, Elena
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The benefits of query-based KGQA systems for complex and temporal questions in LLM era
by: Alekseev, Artem, et al.
Published: (2025)

Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards
by: Zhang, Yuxin, et al.
Published: (2025)

Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation
by: Ranaldi, Federico, et al.
Published: (2024)

Know When You're Wrong: Aligning Confidence with Correctness for LLM Error Detection
by: Xiaohu, Xie, et al.
Published: (2026)

RingSQL: Generating Synthetic Data with Schema-Independent Templates for Text-to-SQL Reasoning Models
by: Sterbentz, Marko, et al.
Published: (2026)

BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases
by: Koretsky, Mathew J., et al.
Published: (2025)

BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain
by: Kumar, Rahul, et al.
Published: (2024)

When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs
by: Seleznyov, Mikhail, et al.
Published: (2025)

Evolutionary Search for Automated Design of Uncertainty Quantification Methods
by: Seleznyov, Mikhail, et al.
Published: (2026)

Table-to-Text Generation with Pretrained Diffusion Models
by: Krylov, Aleksei S., et al.
Published: (2024)

Confidence Preservation Property in Knowledge Distillation Abstractions
by: Vengertsev, Dmitry, et al.
Published: (2024)

SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation
by: Bazaga, Adrián, et al.
Published: (2023)

nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder
by: Kuznetsov, Maksim, et al.
Published: (2024)

Knowledge Base Construction for Knowledge-Augmented Text-to-SQL
by: Baek, Jinheon, et al.
Published: (2025)

Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators
by: Mahaut, Matéo, et al.
Published: (2024)

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

Cheaper, Better, Faster, Stronger: Robust Text-to-SQL without Chain-of-Thought or Fine-Tuning
by: Dönder, Yusuf Denizay, 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)

Confidence Estimation for Text-to-SQL in Large Language Models
by: Maleki, Sepideh Entezari, et al.
Published: (2025)

Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text
by: Al-Lawati, Ali, et al.
Published: (2025)

Using Source-Side Confidence Estimation for Reliable Translation into Unfamiliar Languages
by: Sible, Kenneth J., et al.
Published: (2025)

Self-Evaluating LLMs for Multi-Step Tasks: Stepwise Confidence Estimation for Failure Detection
by: Mavi, Vaibhav, et al.
Published: (2025)

Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies
by: Liu, Terrance, et al.
Published: (2025)

RASL: Retrieval Augmented Schema Linking for Massive Database Text-to-SQL
by: Eben, Jeffrey, et al.
Published: (2025)

On the Security Vulnerabilities of Text-to-SQL Models
by: Peng, Xutan, et al.
Published: (2022)

SQaLe: A Large Text-to-SQL Corpus Grounded in Real Schemas
by: Wolff, Cornelius, et al.
Published: (2025)

DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers
by: Menon, Rakesh R., et al.
Published: (2024)

A Context-Aware Dual-Metric Framework for Confidence Estimation in Large Language Models
by: Yuan, Mingruo, et al.
Published: (2025)

Trust in One Round: Confidence Estimation for Large Language Models via Structural Signals
by: Yang, Pengyue, et al.
Published: (2026)

Show Your Work with Confidence: Confidence Bands for Tuning Curves
by: Lourie, Nicholas, et al.
Published: (2023)

Confidence Regularized Masked Language Modeling using Text Length
by: Ji, Seunghyun, et al.
Published: (2025)

FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark
by: Kim, Heegyu, et al.
Published: (2024)

EvoSchema: Towards Text-to-SQL Robustness Against Schema Evolution
by: Zhang, Tianshu, et al.
Published: (2026)

End-to-end Text-to-SQL Generation within an Analytics Insight Engine
by: Maamari, Karime, et al.
Published: (2024)

Pareto Optimal Learning for Estimating Large Language Model Errors
by: Zhao, Theodore, et al.
Published: (2023)

Fact-Consistency Evaluation of Text-to-SQL Generation for Business Intelligence Using Exaone 3.5
by: Choi, Jeho
Published: (2025)

H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables
by: Abhyankar, Nikhil, et al.
Published: (2024)

Human Texts Are Outliers: Detecting LLM-generated Texts via Out-of-distribution Detection
by: Zeng, Cong, et al.
Published: (2025)

Confidence over Time: Confidence Calibration with Temporal Logic for Large Language Model Reasoning
by: Mao, Zhenjiang, et al.
Published: (2026)

Confidence-Credibility Aware Weighted Ensembles of Small LLMs Outperform Large LLMs in Emotion Detection
by: Elgabry, Menna, et al.
Published: (2025)