We present experiments that show the influence of native language on lexical choice when producing text in another language – in this particular case English. We start from the premise that non-native English speakers will choose lexical items that are close to words in their native language. This leads us to an etymology based representation of documents written by people whose mother tongue is an IndoEuropean language. Based on this representation we grow a language family tree, that matches closely the Indo-European language tree.

Word Etymology as Native Language Interference / Nastase, Vivi; Strapparava, Carlo. - (2017), pp. 2702-2707. (Intervento presentato al convegno Empirical Methods in Natural Language Processing (EMNLP 2017) tenutosi a Copenhagen, Denmark nel September) [10.18653/v1/D17-1286].

Word Etymology as Native Language Interference

Carlo Strapparava
2017-01-01

Abstract

We present experiments that show the influence of native language on lexical choice when producing text in another language – in this particular case English. We start from the premise that non-native English speakers will choose lexical items that are close to words in their native language. This leads us to an etymology based representation of documents written by people whose mother tongue is an IndoEuropean language. Based on this representation we grow a language family tree, that matches closely the Indo-European language tree.
2017
Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP 2017)
USA
Association for Computational Linguistics
978-1-945626-83-8
Nastase, Vivi; Strapparava, Carlo
Word Etymology as Native Language Interference / Nastase, Vivi; Strapparava, Carlo. - (2017), pp. 2702-2707. (Intervento presentato al convegno Empirical Methods in Natural Language Processing (EMNLP 2017) tenutosi a Copenhagen, Denmark nel September) [10.18653/v1/D17-1286].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/343177
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