DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Boyan, Hei, Ou Ocean Kun, Yu, Yue, Luo, Yuyu |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework
by: Li, Boyan, et al.
Published: (2025)
by: Li, Boyan, et al.
Published: (2025)
EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing
by: Zhu, Yizhang, et al.
Published: (2025)
by: Zhu, Yizhang, et al.
Published: (2025)
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
by: Li, Boyan, et al.
Published: (2025)
by: Li, Boyan, et al.
Published: (2025)
NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation
by: Liu, Xinyu, et al.
Published: (2025)
by: Liu, Xinyu, et al.
Published: (2025)
The Dawn of Natural Language to SQL: Are We Fully Ready?
by: Li, Boyan, et al.
Published: (2024)
by: Li, Boyan, et al.
Published: (2024)
A Plug-and-Play Natural Language Rewriter for Natural Language to SQL
by: Ma, Peixian, et al.
Published: (2024)
by: Ma, Peixian, et al.
Published: (2024)
ROSE: An Intent-Centered Evaluation Metric for NL2SQL
by: Pei, Wenqi, et al.
Published: (2026)
by: Pei, Wenqi, et al.
Published: (2026)
A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?
by: Liu, Xinyu, et al.
Published: (2024)
by: Liu, Xinyu, et al.
Published: (2024)
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
by: Pourreza, Mohammadreza, et al.
Published: (2024)
by: Pourreza, Mohammadreza, et al.
Published: (2024)
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL
by: Lyu, Shuai, et al.
Published: (2025)
by: Lyu, Shuai, et al.
Published: (2025)
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models
by: Pei, Wenqi, et al.
Published: (2025)
by: Pei, Wenqi, et al.
Published: (2025)
SEA-SQL: Semantic-Enhanced Text-to-SQL with Adaptive Refinement
by: Li, Chaofan, et al.
Published: (2024)
by: Li, Chaofan, et al.
Published: (2024)
JudgeSQL: Reasoning over SQL Candidates with Weighted Consensus Tournament
by: Bai, Jiayuan, et al.
Published: (2025)
by: Bai, Jiayuan, et al.
Published: (2025)
APEX-SQL: Talking to the data via Agentic Exploration for Text-to-SQL
by: Cao, Bowen, et al.
Published: (2026)
by: Cao, Bowen, et al.
Published: (2026)
MCI-SQL: Text-to-SQL with Metadata-Complete Context and Intermediate Correction
by: Wang, Qin, et al.
Published: (2026)
by: Wang, Qin, et al.
Published: (2026)
Interactive Text-to-SQL via Expected Information Gain for Disambiguation
by: Qiu, Luyu, et al.
Published: (2025)
by: Qiu, Luyu, et al.
Published: (2025)
SQL-to-Schema Enhances Schema Linking in Text-to-SQL
by: Yang, Sun, et al.
Published: (2024)
by: Yang, Sun, et al.
Published: (2024)
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward
by: Weng, Han, et al.
Published: (2025)
by: Weng, Han, et al.
Published: (2025)
DeepEye: A Steerable Self-driving Data Agent System
by: Li, Boyan, et al.
Published: (2026)
by: Li, Boyan, et al.
Published: (2026)
Text2SQL-Flow: A Robust SQL-Aware Data Augmentation Framework for Text-to-SQL
by: Cai, Qifeng, et al.
Published: (2025)
by: Cai, Qifeng, et al.
Published: (2025)
Reliable Text-to-SQL with Adaptive Abstention
by: Chen, Kaiwen, et al.
Published: (2025)
by: Chen, Kaiwen, et al.
Published: (2025)
SynSQL: Synthesizing Relational Databases for Robust Evaluation of Text-to-SQL Systems
by: Habibollah, Mohammadamin, et al.
Published: (2026)
by: Habibollah, Mohammadamin, et al.
Published: (2026)
TCSR-SQL: Towards Table Content-aware Text-to-SQL with Self-retrieval
by: Xu, Wenbo, et al.
Published: (2024)
by: Xu, Wenbo, et al.
Published: (2024)
Are Your LLM-based Text-to-SQL Models Secure? Exploring SQL Injection via Backdoor Attacks
by: Lin, Meiyu, et al.
Published: (2025)
by: Lin, Meiyu, et al.
Published: (2025)
Automatic Metadata Extraction for Text-to-SQL
by: Shkapenyuk, Vladislav, et al.
Published: (2025)
by: Shkapenyuk, Vladislav, et al.
Published: (2025)
GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database
by: Zhou, Weixing, et al.
Published: (2023)
by: Zhou, Weixing, et al.
Published: (2023)
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale
by: Li, Haoyang, et al.
Published: (2025)
by: Li, Haoyang, et al.
Published: (2025)
QDA-SQL: Questions Enhanced Dialogue Augmentation for Multi-Turn Text-to-SQL
by: Sun, Yinggang, et al.
Published: (2024)
by: Sun, Yinggang, et al.
Published: (2024)
MageSQL: Enhancing In-context Learning for Text-to-SQL Applications with Large Language Models
by: Shen, Chen, et al.
Published: (2025)
by: Shen, Chen, et al.
Published: (2025)
Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration
by: Sun, Linzhuang, et al.
Published: (2025)
by: Sun, Linzhuang, et al.
Published: (2025)
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation
by: Tian, Yuan, et al.
Published: (2025)
by: Tian, Yuan, et al.
Published: (2025)
ErrorLLM: Modeling SQL Errors for Text-to-SQL Refinement
by: Hong, Zijin, et al.
Published: (2026)
by: Hong, Zijin, et al.
Published: (2026)
AmbiSQL: Interactive Ambiguity Detection and Resolution for Text-to-SQL
by: Ding, Zhongjun, et al.
Published: (2025)
by: Ding, Zhongjun, et al.
Published: (2025)
Evaluating LLMs for Text-to-SQL Generation With Complex SQL Workload
by: Ma, Limin, et al.
Published: (2024)
by: Ma, Limin, et al.
Published: (2024)
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning
by: Ma, Peixian, et al.
Published: (2025)
by: Ma, Peixian, et al.
Published: (2025)
PSM-SQL: Progressive Schema Learning with Multi-granularity Semantics for Text-to-SQL
by: Yang, Zhuopan, et al.
Published: (2025)
by: Yang, Zhuopan, et al.
Published: (2025)
SQL-of-Thought: Multi-agentic Text-to-SQL with Guided Error Correction
by: Chaturvedi, Saumya, et al.
Published: (2025)
by: Chaturvedi, Saumya, et al.
Published: (2025)
Exploring Agentic Visual Analytics: A Co-Evolutionary Framework of Roles and Workflows
by: Luo, Tianqi, et al.
Published: (2026)
by: Luo, Tianqi, et al.
Published: (2026)
Large Language Model Enhanced Text-to-SQL Generation: A Survey
by: Zhu, Xiaohu, et al.
Published: (2024)
by: Zhu, Xiaohu, et al.
Published: (2024)
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
by: Zhu, Yizhang, et al.
Published: (2025)
by: Zhu, Yizhang, et al.
Published: (2025)
Similar Items
-
DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework
by: Li, Boyan, et al.
Published: (2025) -
EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing
by: Zhu, Yizhang, et al.
Published: (2025) -
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
by: Li, Boyan, et al.
Published: (2025) -
NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation
by: Liu, Xinyu, et al.
Published: (2025) -
The Dawn of Natural Language to SQL: Are We Fully Ready?
by: Li, Boyan, et al.
Published: (2024)