SICK-NL: A Dataset for Dutch Natural Language Inference

We present SICK-NL (read: signal), a dataset targeting Natural Language Inference in Dutch. SICK-NL is obtained by translating the SICK dataset of (Marelli et al., 2014) from English into Dutch. Having a parallel inference dataset allows us to compare both monolingual and multilingual NLP models for English and Dutch on the two tasks. In the paper, we motivate and detail the translation process, perform a baseline evaluation on both the original SICK dataset and its Dutch incarnation SICK-NL, taking inspiration from Dutch skipgram embeddings and contextualised embedding models. In addition, we... Mehr ...

Verfasser: Wijnholds, Gijs
Moortgat, Michael
Dokumenttyp: Part of book
Erscheinungsdatum: 2021
Sprache: Englisch
Permalink: https://search.fid-benelux.de/Record/base-27457624
Datenquelle: BASE; Originalkatalog
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Link(s) : https://dspace.library.uu.nl/handle/1874/438521