Text-To-Sql

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Period ending 2026-09-21

4 new papers

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Period ending 2026-09-14

6 new papers

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  1. A Semantic-Layer-Mediated Agent for Natural Language to SQL over Heterogeneous Enterprise Databases

    Jun 30, 2026Ha Jeong Kim, Saksonita Khoeurn, Ye Ji YoonText-To-SqlSql

  2. Loc2Repair: A Framework for Evaluating the Impact of File-Level Issue Localization in Repo-Level LLM Repair

    Jun 29, 2026Mohammad Nour Al Awad, Sergey IvanovLocalization MethodsBug

  3. Test-Time Verification for Text-to-SQL via Outcome Reward Models

    Jun 29, 2026Mattia Tritto, Giuseppe Farano, Dario Di Palma +4Text-To-SqlProcess Reward Modeling

  4. How Far Do On-Prem Open LLMs Get on Text-to-SQL? A Cross-Family Size x Technique Frontier on BIRD

    Jun 29, 2026Vladimir BeskorovainyiText-To-SqlQwen3

  5. A Task-Driven and Quality-Assured Agent Framework for SAR Data Generation

    Jun 27, 2026Xuanting Wu, Fan Zhanga, Fei Ma +3Synthetic Aperture RadarModular Agentic Framework

  6. Database Context Compression for Text-to-SQL on Real-World Large Databases

    Jun 26, 2026Jingwen Liu, Weibin Liao, Xin Gao +2Text-To-SqlLongbench

  7. Odyssey: Constructing Verifiable Local Truth-Preserving Foundation Models

    Jun 25, 2026Sridhar MahadevanWireless Foundation ModelsCircular Factory

  8. Constraint Tax in Open-Weight LLMs: An Empirical Study of Tool Calling Suppression Under Structured Output Constraints

    Jun 24, 2026Fangzheng Li, Aimin Zhang, Chen LvCallMulti-Turn Tool-Use Agent

  9. Schema-First Retrieval: Embedding Catalogs for Natural Language Analytics

    Jun 23, 2026Adarsh Agrawal, Shashank IndukuriText-To-SqlSchema

  10. SQLConductor: Search-to-Policy Learning for Step-wise Text-to-SQL Orchestration

    Jun 22, 2026Yizhang Zhu, Zhangyang Peng, Boyan Li +1Text-To-SqlComplex Query Answering

  11. EHR-Complex: Benchmarking Medical Agents for Complex Clinical Reasoning

    Jun 22, 2026Yitong Qiao, Lei Liu, Yue Shen +4Clinical ReasoningDiagnostic Benchmark

  12. TACO: Task-Aware Column Description Generation Using LLMs

    Jun 19, 2026Ting Cai, Rakesh R. Menon, Yiru Chen +8Tabular DataText-To-Sql

  13. A Technical Taxonomy of LLM Agent Communication Protocols

    Jun 17, 2026Linus Sander, Habtom Kahsay Gidey, Alexander Lenz +1Large Language Model AgentsProtocol

  14. Querying an astronomical database using large language models: the ALeRCE text-to-SQL system

    Jun 16, 2026P. A. Estevez, J. Espejo-Moreira, S. Sanfeliu-Alvarez +10Text-To-SqlComplex Query Answering

  15. DecoSearch: Complexity-Aware Routing and Plan-Level Repair for Text-to-SQL

    Jun 16, 2026Esteban Schafir, Xu Zheng, Hojat Allah Salehi +4Text-To-SqlComplex Query Answering

  16. Conversational Query Engine for Mixed-Modality Heterogeneous Enterprise Data Sources

    Jun 15, 2026Darshita Rathore, Vineet Kumar, Vaibhav Singal +2Natural Language QueriesText-To-Sql

  17. Integrating Reasoning and Generalization in Text-to-SQL via Self-Enhanced Fine-Tuning

    Jun 14, 2026Feng Lyu, Jinfeng Cen, Sijing Duan +4Text-To-SqlSql

  18. Every Eval Ever: A Unifying Schema and Community Repository for AI Evaluation Results

    Jun 12, 2026Jan Batzner, Sree Harsha Nelaturu, Damian Stachura +45Artificial Intelligence EvaluationSchema

  19. Transforming Shape Schemas with Composable Property-Graph Queries (Extended Version)

    Jun 12, 2026Philipp Seifer, Daniel Hernández, Ralf Lämmel +1Code Property GraphsSparql

  20. TAHOE: Text-to-SQL with Automated Hint Optimization from Experience

    Jun 10, 2026Zhiyi Chen, Jie Song, Peng LiText-To-SqlNatural Language Queries

  21. SOMA-SQL: Resolving Multi-Source Ambiguity in NL-to-SQL via Synthetic Log and Execution Probing

    Jun 9, 2026Sai Ashish Somayajula, Marianne Menglin Liu, Chuan Lei +9Text-To-SqlSql

  22. Robust Active Learning for Few-Shot Example Selection in Text-to-SQL

    Jun 8, 2026Arash PourhabibText-To-SqlActive Learning

  23. PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems

    Jun 7, 2026Suraj Ranganath, Anish RaghavendraCode Property GraphsText2Cypher

  24. ZAS-SQL: Distilling Rules from Failures for Zero-Shot Text-to-SQL

    Jun 6, 2026Hongzhou Zheng, Yixin Gou, Wenjia ZhangText-To-SqlSql

  25. UniQL: Towards Dialect-Universal Benchmarking for Text-to-SQL

    Jun 6, 2026Jianling Gao, Chongyang Tao, Jiayuan Bai +7Text-To-SqlDialects

  26. Larch: Learned Query Optimization for Semantic Predicates

    Jun 6, 2026Fuheng Zhao, Pawel Liskowski, Zihan Li +5Text-To-SqlComplex Query Answering

  27. Contract2Tool: Learning Preconditions and Effects for Reliable Tool-Augmented LLM Agents

    Jun 5, 2026Rahul Suresh Babu, Laxmipriya Ganesh IyerKernel ContractsMulti-Turn Tool-Use Agent

  28. RACT: Retrieval Augmented Column-Table Learning and Prediction for Multi-Table Schema Matching

    Jun 5, 2026Leonard Traeger, Enas Khwaileh, Andreas Behrend +1SchemaTabular Learning

  29. MetaConfigurator: AI-Assisted RDF Authoring from JSON Data

    Jun 5, 2026Felix Neubauer, Mahdi Jafarkhani, Kenichi Endo +2Scientific WorkflowsRdf

  30. Progress-SQL: Improving Reinforcement Learning for Text-to-SQL via Progressive Rewards

    Jun 5, 2026Shihao Zhang, Xiaoman Wang, Yuan Liu +2Text-To-SqlSql

  31. Measuring the sensitivity of LLM-based structured extraction to prompt, model, and schema choices in clinical discharge summaries

    Jun 4, 2026Martin MurinSchema

  32. ACE-SQL: Adaptive Co-Optimization via Empirical Credit Assignment for Text-to-SQL

    Jun 4, 2026Xiaobing Chen, Ai Jian, Eryu Guo +1Text-To-SqlSchema

  33. ProSPy: A Profiling-Driven SQL-Python Agentic Framework for Enterprise Text-to-SQL

    Jun 4, 2026Zhaorui Yang, Huawei Zheng, Sen Yang +14Text-To-SqlComplex Query Answering

  34. Bootstrapping Semantic Layer from Execution for Text-to-SQL

    Jun 4, 2026Youngwon Lee, Jaejin Kim, Seung-won HwangText-To-SqlContextual Grounding

  35. Executable Schema Contracts: From Automatic Ingestion to Multi-Source Retrieval

    Jun 3, 2026Padmaja Jonnalagedda, Yuguang Yao, Xiang Gao +2SchemaKnowledge Graphs

  36. CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment

    Jun 3, 2026Nikodem TomczakSchemaComplex Query Answering

  37. SANE Schema-aware Natural-language Evaluation of Biological Data

    Jun 3, 2026Rolf Gattung, Martin Krueger, Markus ReischlText-To-SqlLegal Natural Language Processing Benchmarks

  38. EntSQL: A Benchmark for Grounding Text-to-SQL in Long-Context Enterprise Knowledge

    Jun 2, 2026Chengxi Liao, Tao Xu, Zulong Chen +7Text-To-SqlSql

  39. CAPER: Clause-Aligned Process Supervision for Text-to-SQL

    Jun 2, 2026Lujie Ban, Jiasheng Shi, Jinyang Li +3Text-To-SqlOracles

  40. BADGER: Bridging Agentic and Deterministic Evaluation for Generative Enterprise Reasoning

    Jun 1, 2026Shannon Serrao, Soumitra Chatterjee, Dorina Strori +2Text-To-SqlAgentic Benchmarks

  41. Benchmarking Local LLMs for Natural-Language-to-SQL Querying in Biopharmaceutical Manufacturing: An Empirical Benchmark on Consumer-Grade Hardware

    May 31, 2026Sagar Bhetwal, Rajan Bastakoti, Nirajan Acharya +2Text-To-SqlBenchmarking Large Language Models

  42. SIRIUS-SQL: Anchoring Multi-Candidate Text-to-SQL in Execution Feedback

    May 31, 2026Leo Luo, Haining Xie, Siqi Shen +8Text-To-SqlSql

  43. Learning to Retrieve: Dual-Level Long-Term Memory for Text-to-SQL Agents

    May 30, 2026Yibo Wang, Nikki Lijing Kuang, Philip S. Yu +2Text-To-SqlEpisodic Experiences

  44. Sophrosyne: Agentic Exploration of Relational Data Systems Needs Moderation

    May 29, 2026Madhav Jivrajani, Ramnatthan Alagappan, Aishwarya GanesanText-To-SqlComplex Query Answering

  45. SemStruct: Contextualizing Semantic Embeddings with Structural Information for Schema Matching

    May 29, 2026Inwon Kang, Kavitha Srinivas, Nandana Mihindukulasooriya +4SchemaTabular Learning

  46. EviLink: Multi-Path Schema Linking with Uncertainty-Guided Evidence Acquisition for Large-Scale Text-to-SQL

    May 28, 2026Huawei Zheng, Sen Yang, Zhaorui Yang +12Text-To-SqlSchema

  47. Tool Forge: A Validation-Carrying Toolchain for Governed Agentic Execution

    May 27, 2026Swanand RaoMulti-Turn Tool-Use AgentTool

  48. A Query Engine for the Agents

    May 27, 2026Kenny DanielData LakesText-To-Sql

  49. Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study

    May 25, 2026Ravi Kumar Tummalapenta, Suman AddankiText-To-SqlLarge Language Model Memory

  50. From Automation to Collaboration: Human-in-the-Loop Methods for Safe and Trustworthy NLP

    May 24, 2026Most. Sharmin Sultana Samu, MD. Tanvir Ahmed Seum, Md. Rakibul IslamTrustworthy Artificial IntelligenceNatural Language Processing

  51. Residual Skill Optimization for Text-to-SQL Ensembles

    May 20, 2026Jiongli Zhu, Haoquan Guan, Parjanya Prajakta Prashant +8Text-To-SqlSql

  52. What Twelve LLM Agent Benchmark Papers Disclose About Themselves: A Pilot Audit and an Open Scoring Schema

    May 20, 2026Mahdi Naser Moghadasi, Faezeh GhaderiAgentic BenchmarksAlgorithm Auditing

  53. Beyond Text-to-SQL: An Agentic LLM System for Governed Enterprise Analytics APIs

    May 20, 2026Gundeep Singh, Parsa Kavehzadeh, Jing Xia +5Text-To-SqlEnterprise Systems

  54. Type Checking Project Haystack Grids using JSON Schema and Pydantic

    May 19, 2026Thomas Hirsch, Samina Kadkhoda Masoumali, Gerald SchweigerSchemaBuilding Information Modeling

  55. Formal Skill: Programmable Runtime Skills for Efficient and Accurate LLM Agents

    May 19, 2026Xi Zhang, Meijun Gao, Yuntian Zhao +6Large Language Model AgentsLarge Reasoning Models

  56. Discoverable Agent Knowledge -- A Formal Framework for Agentic KG Affordances (Extended Version)

    May 18, 2026Terry R. Payne, Valentina Tamma, Enrico DagaOntologyEpistemic Actions

  57. AgentNLQ: A General-Purpose Agent for Natural Language to SQL

    May 18, 2026Olena Bogdanov, Yeunji Jung, Chandra Dhir +5Text-To-SqlSql

  58. LogRouter: Adaptive Two-Level LLM Routing for Log Question Answering in Big Data Systems

    May 18, 2026Mert Coskuner, Merve Zeybel, Melik Mert DolanLarge Language Model RoutingData Lakes

  59. Internalizing Tool Knowledge in Small Language Models via QLoRA Fine-Tuning

    May 18, 2026Yuval Shemla, Ayal Yakobe, Tanmay Agarwal +2Small Language ModelsInternalization

  60. Federated Imputation under Heterogeneous Feature Spaces

    May 15, 2026Imane Hocine, Chaimaa Medjadji, Sylvain Kubler +2Federated LearningImputation