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T17. Natural language to SQL and grounded report generation

Research on turning a question into a checked query and a sourced report.

  1. T17-9Structural parallelSince 2025

    MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

    Authors
    Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, LinZheng Chai, Zhao Yan, Qian-Wen Zhang, Di Yin, Xing Sun, Zhoujun Li
    Year
    2025
    Venue
    COLING 2025

    Korean review of T17-9

  2. T17-3Structural parallel

    Semantic Evaluation for Text-to-SQL with Distilled Test Suites

    Authors
    Ruiqi Zhong, Tao Yu, Dan Klein
    Year
    2020
    Venue
    EMNLP 2020 (Long Paper)

    Korean review of T17-3

  3. T17-6Structural parallel

    RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers

    Authors
    Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson
    Year
    2020
    Venue
    ACL 2020 (Long Paper), pp. 7567-7578

    Korean review of T17-6

  4. T17-7Structural parallel

    DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction

    Authors
    Mohammadreza Pourreza, Davood Rafiei
    Year
    2023
    Venue
    NeurIPS 2023

    Korean review of T17-7

  5. T17-8Structural parallel

    Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

    Authors
    Dawei Gao, Haibin Wang, Yaliang Li, Xiuyu Sun, Yichen Qian, Bolin Ding, Jingren Zhou
    Year
    2024
    Venue
    Proceedings of the VLDB Endowment vol. 17 no. 5 (2024) pp. 1132-1145

    Korean review of T17-8

  6. T17-10Structural parallel

    CHESS: Contextual Harnessing for Efficient SQL Synthesis

    Authors
    Shayan Talaei, Mohammadreza Pourreza, Yu-Chen Chang, Azalia Mirhoseini, Amin Saberi
    Year
    2024
    Venue
    arXiv

    Korean review of T17-10

  7. T17-13Structural parallel

    Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models

    Authors
    Bernd Bohnet, Vinh Q
    Year
    2023
    Venue
    arXiv

    Korean review of T17-13

  8. T17-14Structural parallel

    RARR: Researching and Revising What Language Models Say, Using Language Models

    Authors
    Luyu Gao, Zhuyun Dai, Panupong Pasupat, Anthony Chen, Arun Tejasvi Chaganty, Yicheng Fan, Vincent Zhao, Ni Lao, Hongrae Lee, Da-Cheng Juan, Kelvin Guu
    Year
    2023
    Venue
    ACL 2023 (Long Paper), pp. 16477-16508

    Korean review of T17-14

  9. T17-16Structural parallel

    FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

    Authors
    Sewon Min, Kalpesh Krishna, Xinxi Lyu, Mike Lewis, Wen-tau Yih, Pang Wei Koh, Mohit Iyyer, Luke Zettlemoyer, Hannaneh Hajishirzi
    Year
    2023
    Venue
    EMNLP 2023

    Korean review of T17-16

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