Text-To-Sql

Ask about this topic

Momentum

9 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 104

All topics
CardsList

  1. Argo-Bench: Evaluating Data Agents on Enterprise-Scale Workflows

    Oct 1, 2026Gabriel Tomitsuka, Arman Raayatsanati, Emma Xing +2Data Science AgentsMemoryagentbench

    TextQL

  2. JoinGR: Learning to Traverse Join Graphs for Table Retrieval

    Oct 1, 2026Sandipan De, Abhijit Chakraborty, Sambaran Bandyopadhyay +1Graph-Based RetrievalRelational Databases

    Arizona State University · Adobe Research, India

  3. TQTS-Bench: A Multi-Syntax Benchmark for Text-to-Query over Time-Series Databases

    Sep 28, 2026Fei Lyu, Zhiyi Peng, Jiaming Liu +5Text-To-SqlMulti-Turn Benchmark

    College of Computer Science and Electronic Engineering, Hunan University

  4. Closing the Cross-Dialect Gap: Query Plans as a Portable Interface in Text-to-SQL

    Sep 27, 2026Corentin Royer, Robin Oester, Yotam Perlitz +3Text-To-SqlQueries

    IBM Research, Zurich, Switzerland · ETH Zurich, Zurich, Switzerland

  5. Certified Against Which Oracle? Execution Labels Set the Reported Risk of Conformal Abstention for Text-to-SQL

    Sep 22, 2026Jiamiao Liu, Dewen Qiao, Yu Zhang +1OraclesText-To-Sql

    Department of Information, Xinqiao Hospital Army Medical University (Third Military Medical University) Chongqing 400037, China

  6. DualSQL: Text-to-SQL with Multi-Agent Reinforcement Learning

    Sep 16, 2026Shijie Chen, Yu Gan, Yeounoh Chung +6Text-To-SqlSql

    The Ohio State University · Google LLC

  7. SQLMorph: Query Mutation and Fine-Grained Metrics for Text-to-SQL Evaluation

    Sep 8, 2026Mohammadhossein Malekpour, Mohamed Riahi, Maxime Lamothe +1Text-To-SqlLegal Natural Language Processing Benchmarks

    Polytechnique Montréal

  8. A Cost-Aware Agentic Architecture for NL-to-SQL over Nested Enterprise Schemas, with a New Benchmark

    Sep 7, 2026Yoga Sri Varshan Varadharajan, Ajay Yadav, Ritesh Goru +5Text-To-SqlSchema

    University of Texas at Austin · DevRev, USA · DevRev, Bengaluru, India

  9. SQL-Zero: Self-Evolving Text-to-SQL

    Sep 7, 2026Daniel Machado Pedrozo, Julia Soares Dollis, Bryan Lincoln Marques de Oliveira +3Text-To-SqlSelf-Play

    Instituto de Informática, Universidade Federal de Goiás Goiânia, GO, Brazil

  10. Replacing Training with Memory: Listwise Selection for Text-to-SQL

    Sep 1, 2026Yeonseok Jeong, Soyoung Yoon, Seongjun Lee +1Text-To-SqlSql

    IPAI, Seoul National University · KAIST

  11. MDB-Link: Hierarchical Schema Linking for Multi-Database Text-to-SQL

    Aug 10, 2026Beiyu Xu, Zhenyu Wu, Jiaoyan Chen +1Text-To-SqlSchema

    University of Manchester Faculty of Science and Engineering Department of Computer Science

  12. SafeQL: Search-based Refinement for Safe and Efficient LLM-based Text-to-SQL

    Aug 10, 2026Geonho Lee, Min-Soo KimText-To-SqlRefinement

    Korea Advanced Institute of Science and Technology Republic of Korea

  13. From Test-Time Scaling to Reusable Memory: Measuring Crystallization in Text-to-SQL

    Aug 7, 2026Jiaqian Wang, Yutao Qi, Wenjin Hou +2Text-To-SqlTest-Time Scaling

    Xidian University · Xidian University Xi’an, Shaanxi, China · Shanghai Jiao Tong University +1

  14. Evaluating LLMs in Database Scenarios: A Lifecycle Benchmark for Assessing Their Potential in Core Database Tasks

    Aug 4, 2026Shunfan Zheng, Dongsheng Shi, Yue Li +3Text-To-SqlLarge Language Model Benchmarks

    1East China Normal University · 2Hasso Plattner Institute/University of Potsdam

  15. BAP-SQL: Budget-Aware Observation Planning for Agentic Text-to-SQL

    Aug 3, 2026Chong Peng, Pin Qian, Su Wang +2Text-To-SqlSql

    Microsoft · Carnegie Mellon University · Georgia Institute of Technology

  16. AttnLink: Turning Attention into Schema Links for Text-to-SQL

    Aug 1, 2026Jinwang Song, Tao Liu, Haowen Zheng +3Text-To-SqlRelevance

  17. SERL-SQL: Selective Hindsight Distillation for Text-to-SQL Reinforcement Agentic Learning

    Aug 1, 2026Tao Liu, Tao Feng, Xiangheng Li +9Text-To-SqlSql

    Zhejiang University, College of Artificial Intelligence · Zhengzhou University, School of Computer Science of Artificial Intelligence · Byte Dance

  18. InferQ: A Database-Oriented Benchmark for Quantum Circuits Simulation

    Jul 31, 2026Andrei Ilinescu, Aadi Patwardhan, Rihan HaiQuantum CircuitsText-To-Sql

    Delft University of Technology, Delft, The Netherlands

  19. How Small Can You Go? A Controlled Study of LoRA Rank, Target Modules, and Quantization Trade-offs for Text-to-SQL on a 60M-Parameter Model

    Jul 28, 2026Mahendra Singh Rathor, Anagheem AzzamLarge Language Model QuantizationParameter-Efficient Fine-Tuning Methods

    Independent Researcher · Jaipur, India · Hamburg, Germany

  20. SAFAARI: Schema-Aware Framework for Accelerated Advertiser Response Intelligence

    Jul 27, 2026Bhanu Teja Rangaraju, Chandan KumarData Science AgentsText-To-Sql

    Amazon, Seattle, USA.

  21. Benchmarking Text-to-SQL under Role-Based Access Control

    Jul 24, 2026Yang Fei, Yangfan Jiang, Yin Yang +1Text-To-SqlAccess Control

    National University of Singapore · Hamad Bin Khalifa University

  22. SEGRA: Structured Experience-Guided Graph Reasoning Agent for Gremlin Based Question Answering

    Jul 21, 2026Saiyue Lyu, Mariam Dundua, Vishaal Kapoor +5Knowledge GraphsReasoning Graphs

    University of British Columbia · Amazon

  23. Finding the Right Tables and Columns: A Benchmark and Corpus-Adaptive Embeddings for SQL Schema Retrieval

    Jul 14, 2026Qingcheng Zeng, Puxuan Yu, Aman Mehta +2Text-To-SqlSchema

    Northwestern University · Snowflake Inc.

  24. Policy-Conditioned Constrained Decoding for Column-Level Access Control in Text-to-SQL

    Jul 14, 2026Ryoto Miyamoto, Xin Fan, Hayato YamanaText-To-SqlAccess Control

    Waseda University

  25. ProgramTab: Boosting Table Reasoning of LLMs via Programmatic Paradigm

    Jul 13, 2026Pei Guo, Enjie Liu, Yunzhi Tan +6Table Reasoning DatasetsLLM Reasoning Strategies

    ♠Big Data and AI Platform Department, Tencent, China · ♢Institute of Computer Science and Technology, Soochow University, China

  26. The Nuts and Bolts of Natural Language to SQL Translation: A Systematic Analysis of Model Pipeline Optimisation Approaches and their Interactions

    Jul 12, 2026Filip Klubicka, Vasudevan Nedumpozhimana, Sneha Rautmare +3Text-To-SqlSql

    ADAPT Research Centre Trinity College Dublin Dublin, Ireland · Huawei Ireland Research Centre Dublin, Ireland

  27. GRID: Grammar-Railed Decoding for Enterprise SQL Generation

    Jul 11, 2026Mohsen ArjmandiSqlText-To-Sql

    evolutionID GmbH

  28. SQuaD-SQL: Efficient Text-to-SQL with Small Language Models via LLM-Guided Knowledge Distillation

    Jul 9, 2026Wangyu Wu, Xiaojian Lin, Rong Fu +4Text-To-SqlSmall Large Language Models

    The University of Liverpool · Microsoft · Tsinghua University +4

  29. What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study

    Jul 7, 2026Robert RichardsonText-To-SqlCorrectness

    Affiliation

  30. Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows

    Jul 7, 2026Tianyang Liu, Canwen Xu, Fangyu Lei +6Text-To-SqlSql

    1UC San Diego · *Work done during Tianyang Liu’s internship at Snowflake. · 2Snowflake AI Research +1

  31. Knowing When to Stop: Predicting Execution-Consistency Convergence in Text-to-SQL

    Jul 4, 2026Yaron Anavi, Mor Aisenberg, Nadav Nesher +2Text-To-SqlLarge Language Model Tool Use

    GIGASPACES

  32. Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQL

    Jul 4, 2026Hanqing Wang, Yongdong Chi, Jian Yang +4Text-To-SqlLatent Failure Patterns

    Shanghai University of Finance and Economics · Beihang University · Deepexi Technology Co. Ltd. +1

  33. STRATOS: Bridging the Symbolic-to-Numeric Gap in Spatio-Temporal Text-to-SQL for Meteorological Data

    Jul 3, 2026Yi Zhang, Farhad Nooralahzadeh, Jonathan Fürst +4Text-To-SqlEra5 Reanalysis Data

    Zurich University of Applied Sciences · National Oberservatory of Athens

  34. Think in English, Answer in Korean: Efficient Adaptation of Multilingual Tool-Using Agents

    Jun 30, 2026Utsav Garg, Sungjin Hong, Jason Jung +6Multilingual AgentsMultilingual Language Models

    1Cohere

  35. 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

    DAQUV Corp. Seoul, Republic of Korea · Dept. of Management Information Systems Chungbuk National University BigDataLabs, Co., Ltd. Cheongju, Republic of Korea

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

    Jun 29, 2026Mattia Tritto, Giuseppe Farano, Dario Di Palma +4Text-To-SqlTest Time

    Polytechnic University of Bari, Bari, Italy · IBM T.J. Watson Research Center, Yorktown Heights, NY, USA

  37. 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

    Besk Tech · Moscow Institute of Physics and Technology (MIPT)

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

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

    1National Engineering Research Center of Software Engineering, Peking University, Beijing, China · School of Computer Science, Peking University, Beijing, China · 3Key Laboratory of High Confidence Software Technologies, Ministry of Education, Beijing, China +1

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

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

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

    Jun 22, 2026Yizhang Zhu, Zhangyang Peng, Boyan Li +1Text-To-SqlQueries

    HKUST(GZ) Guangzhou, China

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

    Jun 22, 2026Yitong Qiao, Lei Liu, Yue Shen +4Clinical Reasoning TrainingElectronic Health Records

    1Zhejiang University · †Work done during an internship at Ant Group. · 2Ant Group

  42. 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-SqlAstronomical Images

    Department of Electrical Engineering, University of Chile, Av. Tupper 2007, Santiago, Chile · Millennium Institute of Astrophysics (MAS), Nuncio Monseñor Sótero Sanz 100, Providencia, Santiago, Chile · Departamento de Astronomía, Universidad de Chile, Casilla 36D, Santiago, Chile +11

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

    Jun 16, 2026Esteban Schafir, Xu Zheng, Hojat Allah Salehi +4Text-To-SqlReasoning Skills

    Florida International University · NEC-Labs · Singapore Management University

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

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

    PayPal Artificial Intelligence Bengaluru, India

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

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

    Central South University · Tsinghua University · Nanjing University +1

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

    Jun 10, 2026Zhiyi Chen, Jie Song, Peng LiText-To-SqlPost-Deployment Adaptation

    ByteDance Inc. · Georgia Institute of Technology · Work done during an internship at the ByteBrain team, ByteDance

  47. 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

    Oracle AI

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

    Jun 8, 2026Arash PourhabibText-To-SqlPool-Based Active Learning

    NVIDIA

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

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

    Shanghai Research Institute for Intelligent Autonomous Systems, Tongji University · Behavioral and Spatial AI Lab, Peking University & Tongji University · College of Architecture and Urban Planning, Tongji University

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

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

    1SKLCCSE, Beihang University · 2The University of Hong Kong

  51. Larch: Learned Query Optimization for Semantic Predicates

    Jun 6, 2026Fuheng Zhao, Pawel Liskowski, Zihan Li +5Text-To-SqlSymbolic Predicates

    Snowflake Inc. USA · Snowflake Inc. Poland

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

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

    East China Normal University

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

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

    Harbin Engineering University, Harbin, China · Harbin Institute of Technology, Harbin, China · Beijing University of Posts and Telecommunications, Beijing, China

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

    Jun 4, 2026Zhaorui Yang, Huawei Zheng, Sen Yang +14Text-To-SqlProfiling

    1State Key Lab of CAD&CG, Zhejiang University · School of Software Technology, Zhejiang University · 3Tencent TEG +2

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

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

    Seoul National University

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

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

    Institute for Automation and Applied Informatics (IAI), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany.

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

    Jun 2, 2026Chengxi Liao, Tao Xu, Zulong Chen +7Text-To-SqlQuestion-Answering Benchmarks

    1HKUST (GZ) · 2Alibaba Group · 4Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ) +1

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

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

    The Chinese University of Hong Kong, Shenzhen · The University of Hong Kong · Northwestern Polytechnical University +1

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

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

    Merkle Analytics

  60. 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-SqlLarge Language Model Benchmarks

    Department of Computer Science, University of the Cumberlands, Kentucky, United States · Department of Computer Science, DePaul University, Chicago, IL, United States · Youngstown State University, Youngstown, Ohio, United States +1