Schema Linking

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

    Aug 10, 2026Beiyu Xu, Zhenyu Wu, Jiaoyan Chen +1Schema LinkingText-to-SQL

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

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

    Aug 1, 2026Jinwang Song, Tao Liu, Haowen Zheng +3Schema LinkingText-to-SQL

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

    Jul 27, 2026Bhanu Teja Rangaraju, Chandan KumarMulti-Agent LLM SystemsCustomer Support Automation

    Amazon, Seattle, USA.

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

    Jul 14, 2026Qingcheng Zeng, Puxuan Yu, Aman Mehta +2Schema LinkingText-to-SQL

    Northwestern University · Snowflake Inc.

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

    Jun 29, 2026Vladimir BeskorovainyiLLM Self-CorrectionLLM Evaluation

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

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

    Jun 16, 2026Esteban Schafir, Xu Zheng, Hojat Allah Salehi +4Schema LinkingQuestion Decomposition

    Florida International University · NEC-Labs · Singapore Management University

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

    Jun 4, 2026Xiaobing Chen, Ai Jian, Eryu Guo +1Execution-Guided Code GenerationSchema Linking

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

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

    May 28, 2026Huawei Zheng, Sen Yang, Zhaorui Yang +11Schema LinkingText-to-SQL

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

  9. Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL

    May 5, 2026Le Zhou, Feng Yao, Fengcai Qiao +3Schema LinkingText-to-SQL

    College of Systems Engineering, National University of Defense Technology · College of Advanced Interdisciplinary Studies, National University of Defense Technology · Institute of Automation, Chinese Academy of Sciences +1

  10. TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas

    Date pendingAi Jian, Xiaoyun Zhang, Eryu Guo +6Schema LinkingGroup Relative Policy Optimization

    Beijing University of Posts and Telecommunications, Beijing, China · State Key Lab of Processors, Institute of Computing Technology, CAS · University of Chinese Academy of Sciences +1

  11. DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation

    Date pendingAnik Pramanik, Murat Kantarcioglu, Vincent Oria +1LLM PromptingSchema Linking

    New Jersey Institute of Technology, USA. · Virginia Tech, USA.