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Improving Generalization in Language Model-Based Text-to-SQL Semantic
  Parsing: Two Simple Semantic Boundary-Based Techniques

Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques

27 May 2023
Daking Rai
Bailin Wang
Yilun Zhou
Ziyu Yao
ArXivPDFHTML

Papers citing "Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques"

17 / 17 papers shown
Title
ToxicSQL: Migrating SQL Injection Threats into Text-to-SQL Models via Backdoor Attack
ToxicSQL: Migrating SQL Injection Threats into Text-to-SQL Models via Backdoor Attack
Meiyu Lin
Haichuan Zhang
Jiale Lao
Renyuan Li
Yuanchun Zhou
Carl Yang
Yang Cao
Mingjie Tang
SILM
64
0
0
07 Mar 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale
Haoyang Li
Shang Wu
Xiaokang Zhang
Xinmei Huang
J. Zhang
...
Tieying Zhang
Jianjun Chen
Rui Shi
H. Chen
C. Li
SyDa
72
1
0
04 Mar 2025
Structural Deep Encoding for Table Question Answering
Raphael Mouravieff
Benjamin Piwowarski
Sylvain Lamprier
LMTD
44
0
0
03 Mar 2025
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
S. Gorti
Ilan Gofman
Zhaoyan Liu
Jiapeng Wu
Noël Vouitsis
Guangwei Yu
Jesse C. Cresswell
Rasa Hosseinzadeh
SyDa
41
6
0
16 Oct 2024
Understanding the Effect of Algorithm Transparency of Model Explanations
  in Text-to-SQL Semantic Parsing
Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing
Daking Rai
Rydia R. Weiland
Kayla Margaret Gabriella Herrera
Tyler H. Shaw
Ziyu Yao
24
1
0
05 Oct 2024
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate
  Selection in Text-to-SQL
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
Mohammadreza Pourreza
Hailong Li
Ruoxi Sun
Yeounoh Chung
Shayan Talaei
Gaurav Tarlok Kakkar
Yu Gan
Amin Saberi
Fatma Ozcan
Sercan Ö. Arik
LRM
32
23
0
02 Oct 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection
Xingyu Ma
Xin Tian
Lingxiang Wu
Xuepeng Wang
Xueming Tang
Jinqiao Wang
44
0
0
24 Sep 2024
Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference
  Attacks in Text-to-SQL Systems
Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems
Đorđe Klisura
Anthony Rios
AAML
19
1
0
20 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
Zijin Hong
Zheng Yuan
Qinggang Zhang
Hao Chen
Junnan Dong
Feiran Huang
Xiao Huang
69
50
0
12 Jun 2024
SQL-to-Schema Enhances Schema Linking in Text-to-SQL
SQL-to-Schema Enhances Schema Linking in Text-to-SQL
Sun Yang
Qiong Su
Zhishuai Li
Ziyue Li
Hangyu Mao
Chenxi Liu
Rui Zhao
19
10
0
15 May 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and
  Understanding -- A Survey
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey
Xi Fang
Weijie Xu
Fiona Anting Tan
Jiani Zhang
Ziqing Hu
Yanjun Qi
Scott Nickleach
Diego Socolinsky
Srinivasan H. Sengamedu
Christos Faloutsos
LMTD
ALM
30
63
0
27 Feb 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
Zijin Hong
Zheng Yuan
Hao Chen
Qinggang Zhang
Feiran Huang
Xiao Huang
18
24
0
18 Feb 2024
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial
  Analysis
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
Chao Zhang
Yuren Mao
Yijiang Fan
Yu Mi
Yunjun Gao
Lu Chen
Dongfang Lou
Jinshu Lin
29
22
0
19 Jan 2024
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco
  vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison
Shuo Sun
Yuchen Zhang
Jiahuan Yan
Yuze Gao
Donovan Ong
Bin Chen
Jian Su
ELM
ALM
35
12
0
16 Oct 2023
Natural SQL: Making SQL Easier to Infer from Natural Language
  Specifications
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications
Yujian Gan
Xinyun Chen
Jinxia Xie
Matthew Purver
J. Woodward
J. Drake
Qiaofu Zhang
76
91
0
11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding
  from Language Models
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models
Torsten Scholak
Nathan Schucher
Dzmitry Bahdanau
146
374
0
10 Sep 2021
Task-Oriented Dialogue as Dataflow Synthesis
Task-Oriented Dialogue as Dataflow Synthesis
Semantic Machines
Jacob Andreas
J. Bufe
David Burkett
Charles C. Chen
...
Izabela Witoszko
Jason Wolfe
A. Wray
Yuchen Zhang
Alexander Zotov
AIFin
185
152
0
24 Sep 2020
1