A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
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Feb 19, 2025 - Python
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text2sql
Here are 35 public repositories matching this topic...
This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners. If we missed any interesting work, feel free to contact us.
nlp awesome tutorial ai survey dataset db nlp-resources text-to-sql nl2sql text2sql ai4db text-to-code llms nl-to-code nl-to-sql awesome-agents awesome-text2sql awesome-text-to-sql awesome-nl2sql
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May 3, 2025 - Python
Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179
nlp deep-learning knowledge pytorch bert knowledge-representation semantic-parsing nl2sql text2sql rule-inject-to-model
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Oct 17, 2024 - Python
A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG
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Mar 21, 2025 - Python
Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)
awesome evaluation-metrics evaluation-framework text-to-sql text2sql awesome-text2sql awesome-nl2sql text2sql-evaluation nl2sql-evaluation
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Mar 26, 2025 - Python
Chat2Graph: Graph Native Agentic System.
nlp agent workflow database graph toolkit chatbot knowledge-graph knowledge-base multi-modal multi-agent-system rag text2sql llm chatgpt tugraph genai graphrag text2gql
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Apr 30, 2025 - Python
RSL-SQL: Robust Schema Linking in Text-to-SQL Generation
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Feb 12, 2025 - Python
GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
nlp machine-learning deep-learning nlu text-generation pytorch pretrained-models language-model semantic-parsing text2sql
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Mar 20, 2024 - Python
Convert natural language query to appropriate SQL, make ERPs cool again.
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Nov 12, 2020 - Python
🌶️ R²SQL: "Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing." (AAAI 2021)
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Dec 20, 2021 - Python
Data Neuron is a powerful framework that enables you to build text-to-SQL applications with an easily maintainable semantic layer. Whether you're creating customer-facing chatbots, internal Slack bots for analytics, or other data-driven applications, Data Neuron provides the tools to make your data accessible through natural language
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Aug 19, 2024 - Python
Fine-Tuning Dataset Auto-Generation for Graph Query Languages.
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Mar 10, 2025 - Python
The dataset and source code for our paper: "Did You Ask a Good Question? A Cross-Domain Question IntentionClassification Benchmark for Text-to-SQL"
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Jul 5, 2021 - Python
EvalBench is a flexible framework designed to measure the quality of generative AI (GenAI) workflows around database specific tasks.
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Apr 29, 2025 - Python
Table2answer: Read the database and answer without SQL https://arxiv.org/abs/1902.04260
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May 11, 2021 - Python
Using Database Rule for Weak Supervised Text-to-SQL Generation https://arxiv.org/abs/1907.00620
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May 11, 2021 - Python
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