DIR: A Large-Scale Dialogue Rewrite Dataset for Cross-Domain Conversational Text-to-SQL

[PDF] arxiv.org

Benchmarking the text-to-sql capability of large language models: A comprehensive evaluation

B Zhang, Y Ye, G Du, X Hu, Z Li, S Yang, CH Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have emerged as a powerful tool in advancing the Text-to-
SQL task, significantly outperforming traditional methods. Nevertheless, as a nascent …
被引用次数：22 相关文章 所有 2 个版本
[PDF] arxiv.org

PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency

Z Li, X Wang, J Zhao, S Yang, G Du, X Hu… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements in Text-to-SQL (Text2SQL) emphasize stimulating the large language
models (LLM) on in-context learning, achieving significant results. Nevertheless, they face …
被引用次数：14 相关文章 所有 2 个版本

[图书][B] Natural language interfaces to databases

Y Li, D Radev, D Rafiei - 2024 - Springer
In the ever-expanding realm of data-driven exploration and decision-making, the ability to
harness the power of natural language to interact with databases has become an …
被引用次数：3 相关文章 所有 3 个版本
[PDF] arxiv.org

Large Language Model Enhanced Text-to-SQL Generation: A Survey

X Zhu, Q Li, L Cui, Y Liu - arXiv preprint arXiv:2410.06011, 2024 - arxiv.org
Text-to-SQL translates natural language queries into Structured Query Language (SQL)
commands, enabling users to interact with databases using natural language. Essentially …
相关文章 所有 2 个版本
[PDF] mdpi.com

Dialogue-Rewriting Model Based on Transformer Pointer Extraction

C Pu, Z Sun, C Li, J Song - Electronics, 2024 - mdpi.com
In the multi-turn dialogue scenario, users commonly encounter challenges with pronoun
referents and information omission, leading to semantically incomplete representations …
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A Survey of Natural Language-Based Editing of Low-Code Applications Using Large Language Models

SC Gorissen, S Sauer, WG Beckmann - International Conference on …, 2024 - Springer
Abstract In recent years, Large Language Models (LLMs) have showcased an impressive
ability for natural language (NL) understanding, code generation, and logical reasoning …
相关文章 所有 2 个版本

Interactivity

Y Li, D Radev, D Rafiei - Natural Language Interfaces to Databases, 2023 - Springer
In this chapter, we discuss the top of interactivity, a key element of NLIDB impacting its
effectiveness and usefulness. We introduce different dimensions of interactivity, present the …
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