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Sep, 2022
元学习跨语言语义解析流形
Meta-Learning a Cross-lingual Manifold for Semantic Parsing
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Tom Sherborne Mirella Lapata
TL;DR
通过元学习算法，利用高语种数据进行训练，在少量带注释的新语言数据上，我们的跨语言语义分析器可以达到较高的准确性和极少的数据采样。
Abstract
Localizing a
semantic parser
to support new languages requires effective cross-lingual
generalization
. Recent work has found success with machine-translation or zero-shot methods although these approaches can str
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