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Wiktionary Normalization of Translations and Morphological Information

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Abstract

We extend the Yawipa Wiktionary Parser (Wu and Yarowsky, 2020) to extract and normalize translations from etymology glosses, and morphological form-of relations, resulting in 300K unique translations and over 4 million instances of 168 annotated morphological relations. We propose a method to identify typos in translation annotations. Using the extracted morphological data, we develop multilingual neural models for predicting three types of word formationclipping, contraction, and eye dialect-and improve upon a standard attention baseline by using copy attention.

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Publication details

DOI
10.18653/v1/2020.coling-main.413
OpenAlex
W3114965974
Document type
conference-paper
Language
EN
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