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5 months ago

Multi-Source Cross-Lingual Model Transfer: Learning What to Share

Xilun Chen Ahmed Hassan Awadallah Hany Hassan Wei Wang Claire Cardie

Multi-Source Cross-Lingual Model Transfer: Learning What to Share

Abstract

Code Repositories

microsoft/Multilingual-Model-Transfer
Official
pytorch
Mentioned in GitHub

Benchmarks

BenchmarkMethodologyMetrics
cross-lingual-ner-on-conll-dutchMAN-MoE+CharCNN+UMWE
F1: 72.4
cross-lingual-ner-on-conll-germanMAN-MoE+CharCNN+UMWE
F1: 56
cross-lingual-ner-on-conll-spanishMAN-MoE+CharCNN+UMWE
F1: 73.5

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Multi-Source Cross-Lingual Model Transfer: Learning What to Share | Papers | HyperAI