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Papers
AutoLink: Autonomous Schema Exploration and Expansion for Scalable Schema Linking in Text-to-SQL at Scale
AAAI 2026
Schema on the Inside: A Two-Phase Fine-Tuning Method for High-Efficiency Text-to-SQL at Scale
AAAI 2026
Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema
COLING 2025
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL
ACL 2025
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation
COLING 2025
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
ICLR 2025
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs
ACL 2025
Structure-Guided Large Language Models for Text-to-SQL Generation
ICML 2025
Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation
NAACL 2025
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL
NAACL 2025
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
ACL 2024
MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations
ACL 2024
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL
EMNLP 2023
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset
ACL 2023
Exploring Schema Generalizability of Text-to-SQL
ACL 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation
ACL 2023
Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQL
COLING 2022
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup
EMNLP 2022
Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers
EMNLP 2022
PAUQ: Text-to-SQL in Russian
EMNLP 2022
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing
AAAI 2021
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL
NeurIPS 2021
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data
EMNLP 2020
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing
ACL 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing
EMNLP 2020