AntSQL大规模金融语义解析数据集

AntSQL是一个大规模金融领域中文语义解析数据集。数据集采用金融领域的表格作为数据源，涵盖了基金的产品和属性，选手需要构建模型将用户的自然语言问句转换成结构化查询语句（Structured Query Language, SQL）。AntSQL数据集由蚂蚁财富提供，由阿里云天池平台承办，旨在推动金融领域中文NLP技术和社区的健康发展，促进数字金融领域的交叉学科研究，服务数字经济健康发展的国家战略需求。

AntSQL is a large-scale Chinese semantic parsing dataset in the financial domain. The dataset uses financial domain tables as its data source, covering fund products and their attributes. Participants are required to develop models that convert users' natural language questions into Structured Query Language (SQL) statements. The AntSQL dataset is provided by Ant Fortune and hosted by the Alibaba Cloud Tianchi Platform. Its objectives are to promote the healthy development of Chinese NLP technologies and communities in the financial field, foster interdisciplinary research in the digital finance sector, and serve the national strategic needs for the healthy development of the digital economy.

搜集汇总

背景与挑战

背景概述

AntSQL是一个大规模金融领域中文语义解析数据集，专注于将自然语言问句转换为SQL查询语句，具有强金融属性和多对多关系特点。数据集由蚂蚁财富提供，包含训练集、验证集和测试集，适用于金融领域NLP技术研究和应用。