| RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL | Feb 12, 2023 | DecoderLanguage Modeling | CodeCode Available | 2 |
| When is Tree Search Useful for LLM Planning? It Depends on the Discriminator | Feb 16, 2024 | Mathematical ReasoningRe-Ranking | CodeCode Available | 2 |
| MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL | Dec 18, 2023 | SQL ParsingText to SQL | CodeCode Available | 2 |
| EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records | May 23, 2024 | SQL ParsingText to SQL | CodeCode Available | 1 |
| Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs | May 4, 2023 | Semantic ParsingSQL Parsing | CodeCode Available | 1 |
| Learning to Synthesize Data for Semantic Parsing | Apr 12, 2021 | Domain GeneralizationSemantic Parsing | CodeCode Available | 1 |
| Optimizing Deeper Transformers on Small Datasets | Dec 30, 2020 | Reading ComprehensionSemantic Parsing | CodeCode Available | 1 |
| Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph | Aug 8, 2022 | Graph LearningSQL Parsing | CodeCode Available | 1 |
| SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration | Jun 19, 2024 | SQL ParsingText to SQL | CodeCode Available | 1 |
| Text-to-SQL Error Correction with Language Models of Code | May 22, 2023 | SQL ParsingText to SQL | CodeCode Available | 1 |
| Weakly Supervised Text-to-SQL Parsing through Question Decomposition | Dec 12, 2021 | SQL ParsingText to SQL | CodeCode Available | 1 |
| Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison | Oct 16, 2023 | SQL ParsingText to SQL | —Unverified | 0 |
| A Survey on Employing Large Language Models for Text-to-SQL Tasks | Jul 21, 2024 | Natural Language QueriesPrompt Engineering | —Unverified | 0 |
| Exploring Chain-of-Thought Style Prompting for Text-to-SQL | May 23, 2023 | In-Context LearningSQL Parsing | —Unverified | 0 |
| Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing | May 29, 2023 | SQL ParsingText to SQL | —Unverified | 0 |
| Faster and Better Grammar-based Text-to-SQL Parsing via Clause-level Parallel Decoding and Alignment Loss | Apr 26, 2022 | SQL ParsingText to SQL | —Unverified | 0 |
| Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing | Nov 16, 2021 | SQL ParsingText to SQL | —Unverified | 0 |
| QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing | May 11, 2023 | Question RewritingSemantic Parsing | —Unverified | 0 |
| Wav2SQL: Direct Generalizable Speech-To-SQL Parsing | May 21, 2023 | SQL Parsing | —Unverified | 0 |
| Service-oriented Text-to-SQL Parsing | Nov 1, 2020 | Information RetrievalNatural Language Inference | —Unverified | 0 |
| SeSQL: Yet Another Large-scale Session-level Chinese Text-to-SQL Dataset | Aug 26, 2022 | SQL ParsingText to SQL | —Unverified | 0 |
| Speech-to-SQL Parsing: Error Correction with Multi-modal Representations | Nov 16, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions | Aug 29, 2022 | SQL ParsingText to SQL | —Unverified | 0 |
| Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion | May 1, 2022 | Domain GeneralizationSQL Parsing | —Unverified | 0 |
| Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies | May 27, 2025 | SQL ParsingText to SQL | —Unverified | 0 |
