Browse State-of-the-Art › Text-To-SQL › Papers, page 3

Text-To-SQL

Papers archive 2025-07-28

archive papers tagged: 424 · with a code link: 209 · where Syntology ran a sample: 70 (57 with a run with no instrument failure, 13 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (70 of 424 tagged: 57 with a run with no instrument failure, 13 where every run was a failure of Syntology's instrument)

Page 3 of 5: papers 201 to 300 of 424, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Byte-Pair Encoding for Text-to-SQL Generation
  20 Oct 2019 1 repository listed
• Global Reasoning over Database Structures for Text-to-SQL Parsing
  29 Aug 2019 1 repository listed
• Zero-shot Text-to-SQL Learning with Auxiliary Task
  29 Aug 2019 1 repository listed
• Text-to-SQL Generation for Question Answering on Electronic Medical Records
  28 Jul 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers
  27 Jun 2019 1 repository listed
• Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing
  15 May 2019 1 repository listed
• Robust Text-to-SQL Generation with Execution-Guided Decoding
  9 Jul 2018 1 repository listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 16 unverified (of 20 harvested samples)
• Improving Text-to-SQL Evaluation Methodology
  23 Jun 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation
  25 Apr 2018 1 repository listed
• CogniSQL-R1-Zero: Lightweight Reinforced Reasoning for Efficient SQL Generation
  8 Jul 2025 0 repositories listed
• SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
  23 Jun 2025 0 repositories listed
• HI-SQL: Optimizing Text-to-SQL Systems through Dynamic Hint Integration
  11 Jun 2025 0 repositories listed
• LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO
  11 Jun 2025 0 repositories listed
• SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes
  8 Jun 2025 0 repositories listed
• SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL
  4 Jun 2025 0 repositories listed
• Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages
  1 Jun 2025 0 repositories listed
• SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL
  31 May 2025 0 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
• Exploring the Landscape of Text-to-SQL with Large Language Models: Progresses, Challenges and Opportunities
  28 May 2025 0 repositories listed
• Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies
  27 May 2025 0 repositories listed
• DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph
  26 May 2025 0 repositories listed
• Meta-aware Learning in text-to-SQL Large Language Model
  25 May 2025 0 repositories listed
• Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance
  25 May 2025 0 repositories listed
• LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Multi-Domain Reasoning Challenges
  24 May 2025 0 repositories listed
• SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases
  23 May 2025 0 repositories listed
• UNJOIN: Enhancing Multi-Table Text-to-SQL Generation via Schema Simplification
  23 May 2025 0 repositories listed
• LLM-Powered Agents for Navigating Venice's Historical Cadastre
  22 May 2025 0 repositories listed
• Cheaper, Better, Faster, Stronger: Robust Text-to-SQL without Chain-of-Thought or Fine-Tuning
  20 May 2025 0 repositories listed
• ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL
  19 May 2025 0 repositories listed
• SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs
  19 May 2025 0 repositories listed
• Ambiguity Resolution in Text-to-Structured Data Mapping
  16 May 2025 0 repositories listed
• TARGET: Benchmarking Table Retrieval for Generative Tasks
  14 May 2025 0 repositories listed
• Fact-Consistency Evaluation of Text-to-SQL Generation for Business Intelligence Using Exaone 3.5
  30 Apr 2025 0 repositories listed
• Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning
  23 Apr 2025 0 repositories listed
• Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
  17 Apr 2025 0 repositories listed
• Query and Conquer: Execution-Guided SQL Generation
  31 Mar 2025 0 repositories listed
• Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
  29 Mar 2025 0 repositories listed
• EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing
  28 Mar 2025 0 repositories listed
• GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise
  27 Mar 2025 0 repositories listed
• TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research
  17 Mar 2025 0 repositories listed
• Genicious: Contextual Few-shot Prompting for Insights Discovery
  15 Mar 2025 0 repositories listed
• SQLCritic: Correcting Text-to-SQL Generation via Clause-wise Critic
  11 Mar 2025 0 repositories listed
• DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL
  6 Mar 2025 0 repositories listed
• LEDD: Large Language Model-Empowered Data Discovery in Data Lakes
  21 Feb 2025 0 repositories listed
• Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation
  21 Feb 2025 0 repositories listed
• Bridging the Gap: Transforming Natural Language Questions into SQL Queries via Abstract Query Pattern and Contextual Schema Markup
  20 Feb 2025 0 repositories listed
• OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment
  19 Feb 2025 0 repositories listed
• STaR-SQL: Self-Taught Reasoner for Text-to-SQL
  19 Feb 2025 0 repositories listed
• Graph Neural Networks for Databases: A Survey
  18 Feb 2025 0 repositories listed
• Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation
  18 Feb 2025 0 repositories listed
• SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL
  17 Feb 2025 0 repositories listed
• Rationalization Models for Text-to-SQL
  10 Feb 2025 0 repositories listed
• PSM-SQL: Progressive Schema Learning with Multi-granularity Semantics for Text-to-SQL
  7 Feb 2025 0 repositories listed
• ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration
  2 Feb 2025 0 repositories listed
• CoddLLM: Empowering Large Language Models for Data Analytics
  1 Feb 2025 0 repositories listed
• Balancing Content Size in RAG-Text2SQL System
  28 Jan 2025 0 repositories listed
• MCTS-SQL: An Effective Framework for Text-to-SQL with Monte Carlo Tree Search
  28 Jan 2025 0 repositories listed
• Extractive Schema Linking for Text-to-SQL
  23 Jan 2025 0 repositories listed
• Text-to-SQL based on Large Language Models and Database Keyword Search
  23 Jan 2025 0 repositories listed
• Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija
  20 Jan 2025 0 repositories listed
• Reliable Text-to-SQL with Adaptive Abstention
  18 Jan 2025 0 repositories listed
• Contrato360 2.0: A Document and Database-Driven Question-Answer System using Large Language Models and Agents
  23 Dec 2024 0 repositories listed
• Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL
  17 Dec 2024 0 repositories listed
• V-SQL: A View-based Two-stage Text-to-SQL Framework
  17 Dec 2024 0 repositories listed
• Cooperative SQL Generation for Segmented Databases By Using Multi-functional LLM Agents
  8 Dec 2024 0 repositories listed
• A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges
  6 Dec 2024 0 repositories listed
• CEGI: Measuring the trade-off between efficiency and carbon emissions for SLMs and VLMs
  3 Dec 2024 0 repositories listed
• EzSQL: An SQL intermediate representation for improving SQL-to-text Generation
  28 Nov 2024 0 repositories listed
• Text-to-SQL Calibration: No Need to Ask -- Just Rescale Model Probabilities
  23 Nov 2024 0 repositories listed
• The Role of Accuracy and Validation Effectiveness in Conversational Business Analytics
  18 Nov 2024 0 repositories listed
• Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
  12 Nov 2024 0 repositories listed
• Towards Optimizing SQL Generation via LLM Routing
  6 Nov 2024 0 repositories listed
• An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model
  28 Oct 2024 0 repositories listed
• KeyInst: Keyword Instruction for Improving SQL Formulation in Text-to-SQL
  18 Oct 2024 0 repositories listed
• Learning Metadata-Agnostic Representations for Text-to-SQL In-Context Example Selection
  17 Oct 2024 0 repositories listed
• Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL
  15 Oct 2024 0 repositories listed
• PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries
  14 Oct 2024 0 repositories listed
• Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing
  5 Oct 2024 0 repositories listed
• CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
  2 Oct 2024 0 repositories listed
• From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
  1 Oct 2024 0 repositories listed
• DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL
  24 Sep 2024 0 repositories listed
• Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection
  24 Sep 2024 0 repositories listed
• You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL
  18 Sep 2024 0 repositories listed
• A System and Benchmark for LLM-based Q&A on Heterogeneous Data
  9 Sep 2024 0 repositories listed
• BEAVER: An Enterprise Benchmark for Text-to-SQL
  3 Sep 2024 0 repositories listed
• Tool-Assisted Agent on SQL Inspection and Refinement in Real-World Scenarios
  30 Aug 2024 0 repositories listed
• SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging
  22 Aug 2024 0 repositories listed
• The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models
  14 Aug 2024 0 repositories listed
• Interactive-T2S: Multi-Turn Interactions for Text-to-SQL with Large Language Models
  9 Aug 2024 0 repositories listed
• Synthetic SQL Column Descriptions and Their Impact on Text-to-SQL Performance
  8 Aug 2024 0 repositories listed
• Synthesizing Text-to-SQL Data from Weak and Strong LLMs
  6 Aug 2024 0 repositories listed
• Evaluating LLMs for Text-to-SQL Generation With Complex SQL Workload
  28 Jul 2024 0 repositories listed
• Making LLMs Work for Enterprise Data Tasks
  22 Jul 2024 0 repositories listed
• A Survey on Employing Large Language Models for Text-to-SQL Tasks
  21 Jul 2024 0 repositories listed
• SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy
  19 Jul 2024 0 repositories listed
• CCoE: A Compact LLM with Collaboration of Experts
  16 Jul 2024 0 repositories listed
• RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL
  11 Jul 2024 0 repositories listed
• Lucy: Think and Reason to Solve Text-to-SQL
  6 Jul 2024 0 repositories listed
• Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning
  3 Jul 2024 0 repositories listed
• Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats
  25 Jun 2024 0 repositories listed
• Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems
  20 Jun 2024 0 repositories listed

Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.