sql generation

MCTS-SQL: Light-Weight LLMs Can Master the Text-to-SQL Through Monte Carlo Tree Search AAAI 2026 111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA SemEval 2025 Boosting Text-to-SQL through Multi-grained Error Identification COLING 2025 Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025 Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration IJCNLP 2025 CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation AAAI 2025 DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025 DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction EMNLP 2025 Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija COLING 2025 Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025 Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 2025 Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models IJCNLP 2025 Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SemEval 2025 GenLink: Generation-Driven Schema-Linking via Multi-Model Learning for Text-to-SQL EMNLP 2025 IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking ICLR 2025 LLM-Symbolic Integration for Robust Temporal Tabular Reasoning ACL 2025 MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL COLING 2025 MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025 MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation NAACL 2025 MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL COLING 2025 Optimizing Reasoning for Text-to-SQL with Execution Feedback ACL 2025 PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries NAACL 2025 R3: “This is My SQL, Are You With Me?” A Consensus-Based Multi-Agent System for Text-to-SQL Tasks ACL 2025 RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation ACL 2025 SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL EMNLP 2025