Text-to-SQL Generation for Question Answering on Electronic Medical Records

28 July 2019

Papers citing "Text-to-SQL Generation for Question Answering on Electronic Medical Records"

19 / 19 papers shown

Title
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning Josefa Lia Stoisser Marc Boubnovski Martell Julien Fauqueur LMTD ReLM AI4TS LRM 98 0 0 23 Apr 2025
Question Answering with Texts and Tables through Deep Reinforcement Learning M. M. José Flávio Nakasato Cação Maria F. Ribeiro Rafael M. Cheang Paulo Pirozelli Fabio Gagliardi Cozman LMTD RALM 167 0 0 21 Feb 2025
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Fangyu Lei Jixuan Chen Yuxiao Ye Ruisheng Cao Dongchan Shin ... Caiming Xiong Ruoxi Sun Qian Liu Sida I. Wang Tao Yu LMTD 85 21 0 12 Nov 2024
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain Rahul Kumar Amar Raja Dibbu Shrutendra Harsola Vignesh T. Subrahmaniam Ashutosh Modi 34 6 0 12 Jun 2024
LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs Yongrae Jo Seongyun Lee Minju Seo Sung Ju Hwang Moontae Lee 45 3 0 18 May 2024
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL Yongjin Yang Sihyeon Kim Sangmook Kim Gyubok Lee Se-Young Yun Edward Choi 41 2 0 29 Apr 2024
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 41 12 0 07 Jun 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 59 363 0 04 May 2023
LeafAI: query generator for clinical cohort discovery rivaling a human programmer Nicholas J. Dobbins Bin Han Weipeng Zhou Kristine Lan H. N. Kim R. Harrington Özlem Uzuner Meliha Yetisgen-Yildiz 32 7 0 13 Apr 2023
Towards Understanding the Generalization of Medical Text-to-SQL Models and Datasets Richard Tarbell Kim-Kwang Raymond Choo Glenn Dietrich Anthony Rios 18 9 0 22 Mar 2023
Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams Yongrui Chen Xinnan Guo Tongtong Wu Guilin Qi Yong Li Yang Dong CLL AI4TS 26 7 0 21 Nov 2022
A Comparative Study of Question Answering over Knowledge Bases Khiem Vinh Tran Hao Phu Phan Khang Nguyen Duc Quach Ngan Luu-Thuy Nguyen Jun Jo Thanh Tam Nguyen 29 2 0 15 Nov 2022
Toward a Neural Semantic Parsing System for EHR Question Answering Sarvesh Soni Kirk Roberts 21 2 0 08 Nov 2022
Artificial Intelligence for In Silico Clinical Trials: A Review Zifeng Wang Chufan Gao Lucas Glass Jimeng Sun 41 12 0 16 Sep 2022
Integrating question answering and text-to-SQL in Portuguese M. M. José M. A. José Denis Deratani Mauá Fabio Gagliardi Cozman LMTD 17 4 0 08 Feb 2022
A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Leslie A. Christensen S. Tesch Ryan Laffin Dongfang Xu Timothy A. Miller Özlem Uzuner M. Churpek Majid Afshar LM&MA 38 25 0 07 Dec 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 29 95 0 10 Feb 2021
Knowledge Graph-based Question Answering with Electronic Health Records Junwoo Park Youngwoo Cho Haneol Lee Jaegul Choo Edward Choi 38 33 0 19 Oct 2020
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015