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| When is Tree Search Useful for LLM Planning? It Depends on the Discriminator | Feb 16, 2024 | Mathematical ReasoningRe-Ranking | CodeCode Available | 2 | 5 |
| MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL | Dec 18, 2023 | SQL ParsingText to SQL | CodeCode Available | 2 | 5 |
| EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records | May 23, 2024 | SQL ParsingText to SQL | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Learning to Synthesize Data for Semantic Parsing | Apr 12, 2021 | Domain GeneralizationSemantic Parsing | CodeCode Available | 1 | 5 |
| Optimizing Deeper Transformers on Small Datasets | Dec 30, 2020 | Reading ComprehensionSemantic Parsing | CodeCode Available | 1 | 5 |
| Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph | Aug 8, 2022 | Graph LearningSQL Parsing | CodeCode Available | 1 | 5 |
| SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration | Jun 19, 2024 | SQL ParsingText to SQL | CodeCode Available | 1 | 5 |
| Text-to-SQL Error Correction with Language Models of Code | May 22, 2023 | SQL ParsingText to SQL | CodeCode Available | 1 | 5 |
| Weakly Supervised Text-to-SQL Parsing through Question Decomposition | Dec 12, 2021 | SQL ParsingText to SQL | CodeCode Available | 1 | 5 |
| A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing | Sep 30, 2020 | Graph Neural NetworkSemantic Parsing | CodeCode Available | 0 | 5 |
| Towards Generalizable and Robust Text-to-SQL Parsing | Oct 23, 2022 | SQL ParsingText to SQL | CodeCode Available | 0 | 5 |
| Global Reasoning over Database Structures for Text-to-SQL Parsing | Aug 29, 2019 | Graph Neural NetworkSemantic Parsing | CodeCode Available | 0 | 5 |
| STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing | Oct 21, 2022 | Contrastive LearningSQL Parsing | CodeCode Available | 0 | 5 |
| SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers | Sep 14, 2022 | SQL ParsingText to SQL | CodeCode Available | 0 | 5 |
| SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA | Sep 25, 2024 | Answer SelectionQuestion Answering | CodeCode Available | 0 | 5 |
| Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing | Jun 28, 2022 | SQL ParsingText to SQL | CodeCode Available | 0 | 5 |
| Improving Text-to-SQL Evaluation Methodology | Jun 23, 2018 | SQL ParsingText to SQL | CodeCode Available | 0 | 5 |
| Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing | May 15, 2019 | DecoderGraph Neural Network | CodeCode Available | 0 | 5 |
| Semantic Decomposition of Question and SQL for Text-to-SQL Parsing | Oct 20, 2023 | RetrievalSemantic Parsing | CodeCode Available | 0 | 5 |
| Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing | Mar 3, 2021 | Data AugmentationQuestion Generation | CodeCode Available | 0 | 5 |
| Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing | Jan 18, 2023 | Domain GeneralizationInductive Bias | CodeCode Available | 0 | 5 |
| KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers | Jun 22, 2021 | Question AnsweringSQL Parsing | CodeCode Available | 0 | 5 |
| Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing | Nov 16, 2021 | SQL ParsingText to SQL | —Unverified | 0 | 0 |
