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Oct, 2022
XRICL:面向跨语言文本到SQL语义解析的跨语言检索增强上下文学习
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing
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Peng Shi, Rui Zhang, He Bai, Jimmy Lin
TL;DR
本研究提出了XRICL框架,用于通过英语方案将非英语话语翻译成SQL查询,并构建了两个新的基准数据集,该模型在全球范围内的XSpider和XKaggle-dbqa问题上表现出优异的效果。
Abstract
in-context learning
using
large language models
has recently shown surprising results for
semantic parsing
tasks such as
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