| 998 |
CodeS: Towards Building Open-source Language Models for Text-to-SQL |
2024 |
SIGMOD |
0.00014726344 |
| 3,666 |
The Dawn of Natural Language to SQL: Are We Fully Ready? |
2024 |
VLDB |
6.8606092e-05 |
| 3,862 |
OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment |
2025 |
SIGMOD |
6.68436e-05 |
| 3,978 |
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale |
2025 |
VLDB |
6.5662694e-05 |
| 4,281 |
GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise |
2025 |
CIDR |
6.2824978e-05 |
| 4,529 |
Hybrid Querying Over Relational Databases and Large Language Models |
2025 |
CIDR |
6.1057096e-05 |
| 4,908 |
Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL |
2024 |
VLDB |
5.835596e-05 |
| 5,001 |
GenRewrite: Query Rewriting via Large Language Models |
2026 |
SIGMOD |
5.7634197e-05 |
| 5,032 |
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis |
2024 |
SIGMOD |
5.7431004e-05 |
| 5,448 |
SNAILS: Schema Naming Assessments for Improved LLM-Based SQL Inference |
2025 |
SIGMOD |
5.4980173e-05 |
| 7,137 |
Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency |
2025 |
SIGMOD |
4.8165495e-05 |
| 7,351 |
Reliable Text-to-SQL with Adaptive Abstention |
2025 |
SIGMOD |
4.7484027e-05 |
| 8,054 |
Generating Succinct Descriptions of Database Schemata for Cost-Efficient Prompting of Large Language Models |
2024 |
VLDB |
4.5909042e-05 |
| 8,518 |
mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs |
2025 |
VLDB |
4.4893996e-05 |
| 8,732 |
Unveiling Challenges for LLMs in Enterprise Data Engineering |
2026 |
VLDB |
4.4520434e-05 |
| 8,896 |
SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation |
2026 |
VLDB |
4.4229886e-05 |
| 9,035 |
Sphinteract: Resolving Ambiguities in NL2SQL Through User Interaction |
2025 |
VLDB |
4.3997447e-05 |
| 9,151 |
The Power of Constraints in Natural Language to SQL Translation |
2025 |
VLDB |
4.380727e-05 |
| 9,239 |
Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL |
2025 |
VLDB |
4.3648789e-05 |
| 9,240 |
ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries |
2025 |
VLDB |
4.3648789e-05 |
| 9,960 |
QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes |
2025 |
VLDB |
4.2254157e-05 |
| 9,994 |
Text-to-SQL Benchmarks are Broken: An In-Depth Analysis of Annotation Errors |
2026 |
CIDR |
4.1905499e-05 |
| 10,047 |
AgentTune: An Agent-Based Large Language Model Framework for Database Knob Tuning |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,051 |
Are Your LLM-based Text-to-SQL Models Secure? Exploring SQL Injection via Backdoor Attacks |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,069 |
Drama: Unifying Data Retrieval and Analysis for Open-Domain Analytic Queries |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,099 |
PLForge: Enhancing Language Models for Natural Language to Procedural Extensions of SQL |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,108 |
Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,112 |
SEFRQO: A Self-Evolving Fine-Tuned RAG-Based Query Optimizer |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,155 |
DIVER: A Robust Text-to-SQL System with Dynamic Interactive Value Linking and Evidence Reasoning |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,194 |
PRISM: Navigating Cost–Accuracy Trade-offs for NL2SQL |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,221 |
NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions |
2026 |
VLDB |
4.1905499e-05 |
| 10,242 |
SQL-Exchange: Transforming SQL Queries Across Domains |
2026 |
VLDB |
4.1905499e-05 |
| 10,268 |
OpenSQL: Data-Efficient Text-to-SQL for Open-Source LLMs via Synthesized Intermediate Supervision |
2026 |
VLDB |
4.1905499e-05 |
| 10,278 |
LakeHelm: Zero-Shot Lakehouse Advisor for Joint Engine-Format Selection and Configuration |
2026 |
VLDB |
4.1905499e-05 |
| 10,332 |
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines |
2026 |
VLDB |
4.1905499e-05 |
| 10,339 |
Pervasive Annotation Errors Break Text-to-SQL Benchmarks and Leaderboards |
2026 |
VLDB |
4.1905499e-05 |
| 10,443 |
DataDazzle: Intelligent Data Exploration through Natural Language |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,507 |
PLM4NDV: Minimizing Data Access for Number of Distinct Values Estimation with Pre-trained Language Models |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,512 |
Self-Enhancing Video Data Management System for Compositional Events with Large Language Models |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,603 |
Optimized Batch Prompting for Cost-effective LLMs |
2025 |
VLDB |
4.1905499e-05 |
| 10,628 |
LEAP: LLM-powered End-to-end Automatic Library for Processing Social Science Queries on Unstructured Data |
2025 |
VLDB |
4.1905499e-05 |
| 10,636 |
CatDB: Data-catalog-guided, LLM-based Generation of Data-centric ML Pipelines |
2025 |
VLDB |
4.1905499e-05 |
| 10,666 |
LLMLog: Advanced Log Template Generation via LLM-driven Multi-Round Annotation |
2025 |
VLDB |
4.1905499e-05 |
| 10,701 |
Evoschema: Towards Text-To-Sql Robustness Against Schema Evolution |
2025 |
VLDB |
4.1905499e-05 |
| 10,753 |
CEDAR: A System for Cost-Efficient Data-Driven Claim Verification |
2025 |
VLDB |
4.1905499e-05 |
| 10,758 |
QUEST: Query Optimization in Unstructured Document Analysis |
2025 |
VLDB |
4.1905499e-05 |
| 10,768 |
ParSEval: Plan-aware Test Database Generation for SQL Equivalence Evaluation |
2025 |
VLDB |
4.1905499e-05 |
| 10,790 |
Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models |
2025 |
VLDB |
4.1905499e-05 |
| 10,841 |
Natural Language to SQL: State of the Art and Open Problems |
2025 |
VLDB |
4.1905499e-05 |