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Papers
CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems
ACL 2026
FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use
ACL 2026
QBridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement
ACL 2026
ROSE: An Intent-Centered Evaluation Metric for NL2SQL
ACL 2026
SPENCE: A Syntactic Probe for Detecting Contamination in NL2SQL Benchmarks
ACL 2026
Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data
SemEval 2025
Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL
ICLR 2025
DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction
EMNLP 2025
Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs
NAACL 2025
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition
EMNLP 2025
Evaluating NL2SQL via SQL2NL
EMNLP 2025
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models
IJCNLP 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation
ACL 2025
SPORTSQL: An Interactive System for Real-Time Sports Reasoning and Visualization
IJCNLP 2025
SQLGenie: A Practical LLM based System for Reliable and Efficient SQL Generation
ACL 2025
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs
ACL 2025
NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions
EMNLP 2019
Semantic Parsing with Syntax- and Table-Aware SQL Generation
ACL 2018