Native Language Cognate Effects on Second Language Lexical Choice

Ella Rabinovich, Yulia Tsvetkov, Shuly Wintner

Research output: Contribution to journalArticlepeer-review


We present a computational analysis of cognate effects on the spontaneous linguistic productions of advanced non-native speakers. Introducing a large corpus of highly competent non-native English speakers, and using a set of carefully selected lexical items, we show that the lexical choices of non-natives are affected by cognates in their native language. This effect is so powerful that we are able to reconstruct the phylogenetic language tree of the Indo-European language family solely from the frequencies of specific lexical items in the English of authors with various native languages. We quantitatively analyze non-native lexical choice, highlighting cognate facilitation as one of the important phenomena shaping the language of non-native speakers.
Original languageEnglish
Pages (from-to)329-342
Number of pages14
JournalTransactions of the Association for Computational Linguistics
StatePublished - 2018


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