awslabs / unified-text2sql-benchmark
UNITE: A Unified Benchmark for Text-to-SQL Evaluation
☆68Updated 10 months ago
Alternatives and similar repositories for unified-text2sql-benchmark:
Users that are interested in unified-text2sql-benchmark are comparing it to the libraries listed below
- Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Natural Language Querying over Massive Database via Schema Routing" (EDBT 2025)☆87Updated 2 weeks ago
- Semantic Evaluation for Text-to-SQL with Distilled Test Suites☆262Updated 9 months ago
- The prediction results of ChatGPT on various datasets of Text-to-SQL.☆102Updated last year
- ☆42Updated 4 months ago
- Introduction page of a challenging text-to-SQL dataset: KaggleDBQA☆35Updated last year
- ☆62Updated 5 months ago
- The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT☆140Updated 7 months ago
- This repository contains all the code for the DTS-SQL paper☆48Updated 7 months ago
- Leveraging large language models for text-to-SQL synthesis, this project fine-tunes WizardLM/WizardCoder-15B-V1.0 with QLoRA on a custom …☆43Updated last year
- ☆357Updated 11 months ago
- Using Large Language Models (LLMs) to convert natural language queries to sql☆43Updated 5 months ago
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆127Updated 10 months ago
- Contextual Harnessing for Efficient SQL Synthesis☆184Updated 4 months ago
- Data for paper "Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness"☆32Updated last year
- The source code for the schema filter (question + schema only)☆43Updated 10 months ago
- Benchmark baseline for retrieval qa applications☆105Updated 11 months ago
- ☆101Updated 11 months ago
- Numbers Station Text to SQL model code.☆245Updated last year
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆152Updated last year
- [ACL24] Official repo for "Synthesizing Text-to-SQL Data from Weak and Strong LLMs"☆65Updated 7 months ago
- [EMNLP 2023 Findings] ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought☆19Updated last year
- Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)☆100Updated this week
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆233Updated last month
- ☆27Updated last year
- [ACL Findings 2024] Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm☆36Updated 7 months ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆418Updated last week
- Foundation Models for Data Tasks☆103Updated last year
- Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)☆30Updated 7 months ago
- This project provides a demo for text-to-SQL based on CodeS.☆52Updated 9 months ago
- Finetune mistral-7b-instruct for sentence embeddings☆81Updated 10 months ago