The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning

no code implementations • 22 May 2023 • Zhuang Li, Lizhen Qu, Philip R. Cohen, Raj V. Tumuluri, Gholamreza Haffari

Multilingual semantic parsing aims to leverage the knowledge from the high-resource languages to improve low-resource semantic parsing, yet commonly suffers from the data imbalance problem.

Active Learning Semantic Parsing