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SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy [PDF]

arXiv
Text-to-SQL conversion is a critical innovation, simplifying the transition from complex SQL to intuitive natural language queries, especially significant given SQL's prevalence in the job market across various roles. The rise of Large Language Models (LLMs) like GPT-3.5 and GPT-4 has greatly advanced this field, offering improved natural language ...
arxiv

Identifying drivers of COVID-19 vaccine sentiments for effective vaccination policy. [PDF]

Heliyon, 2023
Sufi F, Alsulami M.
europepmc +1 more source

Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement [PDF]

arXiv
Text-to-SQLs enables non-expert users to effortlessly retrieve desired information from relational databases using natural language queries. While recent advancements, particularly with Large Language Models (LLMs) like GPT and T5, have shown impressive performance on large-scale benchmarks such as BIRD, current state-of-the-art (SOTA) LLM-based Text ...
arxiv

Pushing ML Predictions Into DBMSs. [PDF]