Zero Shot Crosslingual Sentence Simplification

Jonathan Mallinson
Jonathan Mallinson

EMNLP 2020, pp. 5109-5126, 2020.

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Experimental results on transferring simplification knowledge from English to German showed that our model was able to produce significantly better German simplifications than unsupervised and pivot-based approaches

Abstract:

Sentence simplification aims to make sentences easier to read and understand. Recent approaches have shown promising results with encoder-decoder models trained on large amounts of parallel data which often only exists in English. We propose a zero-shot modeling framework which transfers simplification knowledge from English to another la...More

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