most citedFeather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing cs.DBShow all

2 papers · 1 filter

cs.DB2026

ROSE: An Intent-Centered Evaluation Metric for NL2SQL

Wenqi Pei, Shizheng Hou, Boyan Li +3

Execution Accuracy (EX), the widely used metric for evaluating the effectiveness of Natural Language to SQL (NL2SQL) solutions, is becoming increasingly unreliable. It is sensitive…

cs.DB2026

NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions

Shizheng Hou, Wenqi Pei, Nuo Chen +3

Natural Language to SQL (NL2SQL) technology empowers non-expert users to query relational databases without requiring SQL expertise. While large language models (LLMs) have greatly…