Cross-lingual transfer of correlations between parts of speech and gaze features

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Abstract

Several recent studies have shown that eye movements during reading provide information about grammatical and syntactic processing, which can assist the induction of NLP models. All these studies have been limited to English, however. This study shows that gaze and part of speech (PoS) correlations largely transfer across English and French. This means that we can replicate previous studies on gaze-based PoS tagging for French, but also that we can use English gaze data to assist the induction of French NLP models.

OriginalsprogEngelsk
TitelThe 26th International Conference on Computational Linguistics (COLING) : proceedings of COLING 2016: technical papers
Antal sider10
Publikationsdato2016
Sider1330-1339
ISBN (Elektronisk)978-4-87974-702-0
StatusUdgivet - 2016
BegivenhedThe 26th International Conference on Computational Linguistics - Osaka, Japan
Varighed: 11 dec. 201616 dec. 2016
Konferencens nummer: 26

Konference

KonferenceThe 26th International Conference on Computational Linguistics
Nummer26
Land/OmrådeJapan
ByOsaka
Periode11/12/201616/12/2016

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