Benchmarking the text-to-sql capability of large language models: A comprehensive evaluation
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 …
SQL task, significantly outperforming traditional methods. Nevertheless, as a nascent …
Reranking for natural language generation from logical forms: A study based on large language models
Large language models (LLMs) have demonstrated impressive capabilities in natural
language generation. However, their output quality can be inconsistent, posing challenges …
language generation. However, their output quality can be inconsistent, posing challenges …
Natural Language Interfaces for Databases with Deep Learning
In the age of the Digital Revolution, almost all human activities, from industrial and business
operations to medical and academic research, are reliant on the constant integration and …
operations to medical and academic research, are reliant on the constant integration and …
[HTML][HTML] A confidence-based knowledge integration framework for cross-domain table question answering
Y Fan, T Ren, C Huang, B Zheng, Y **g, Z He… - Knowledge-Based …, 2024 - Elsevier
Recent advancements in TableQA leverage sequence-to-sequence (Seq2seq) deep
learning models to accurately respond to natural language queries. These models achieve …
learning models to accurately respond to natural language queries. These models achieve …
[PDF][PDF] Data Democratisation with Deep Learning: Structured Query Translation from and to Natural Language
GG Katsogiannis-Meimarakis - 2023 - pergamos.lib.uoa.gr
While data guides and influences many human activities, the barriers posed by the tools that
are needed to retrieve it, such as Structured Query Language (SQL), make data inaccessible …
are needed to retrieve it, such as Structured Query Language (SQL), make data inaccessible …
[PDF][PDF] Generation of meaningful SQL-Query exercises using large language models and knowledge graphs
P Christ - 2023 - fbmn.h-da.de
This thesis presents a system for generating meaningful SQL-query-exercises for
educational purposes. The system utilizes a combination of relational database concepts …
educational purposes. The system utilizes a combination of relational database concepts …
[PDF][PDF] Proportionate diversification of top-k llm results using database queries
Result diversification aims to return relevant results that cover a variety of perspectives.
Attribute-based diversification groups results by shared attributes (eg, genre for movies) and …
Attribute-based diversification groups results by shared attributes (eg, genre for movies) and …