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Papers
PExA: Parallel Exploration Agent for Complex Text-to-SQL
ACL 2026
RetrySQL: Text-to-SQL Training with Retry Data for Self-Correcting Query Generation
AAAI 2026
SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes
ACL 2026
SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL
ACL 2026
High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification
IJCNLP 2025
Large Language Models are good multi-lingual learners : When LLMs meet cross-lingual prompts
COLING 2025
Learning SQL Like a Human: Structure-Aware Curriculum Learning for Text-to-SQL Generation
EMNLP 2025
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation
COLING 2025
MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions
ICLR 2025
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
NAACL 2025
STaR-SQL: Self-Taught Reasoner for Text-to-SQL
ACL 2025
TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research
EMNLP 2025
AIRI NLP Team at EHRSQL 2024 Shared Task: T5 and Logistic Regression to the Rescue
NAACL 2024
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation
ACL 2024
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain
NAACL 2024
Project PRIMUS at EHRSQL 2024 : Text-to-SQL Generation using Large Language Model for EHR Analysis
NAACL 2024
Benchmarking and Improving Text-to-SQL Generation under Ambiguity
EMNLP 2023
G3R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation
ACL 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation
ACL 2023
ReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation
EMNLP 2023
SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising
NAACL 2022
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation
EMNLP 2020
Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation
EMNLP 2019
Data-Anonymous Encoding for Text-to-SQL Generation
EMNLP 2019