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Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers ...
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Universal Dependencies 2.2
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In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018)
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Investigating the cross-lingual translatability of VerbNet-style classification. ...
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Abstract:
VerbNet-the most extensive online verb lexicon currently available for English-has proved useful in supporting a variety of NLP tasks. However, its exploitation in multilingual NLP has been limited by the fact that such classifications are available for few languages only. Since manual development of VerbNet is a major undertaking, researchers have recently translated VerbNet classes from English to other languages. However, no systematic investigation has been conducted into the applicability and accuracy of such a translation approach across different, typologically diverse languages. Our study is aimed at filling this gap. We develop a systematic method for translation of VerbNet classes from English to other languages which we first apply to Polish and subsequently to Croatian, Mandarin, Japanese, Italian, and Finnish. Our results on Polish demonstrate high translatability with all the classes (96% of English member verbs successfully translated into Polish) and strong inter-annotator agreement, ...
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URL: https://dx.doi.org/10.17863/cam.23410 https://www.repository.cam.ac.uk/handle/1810/276130
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Investigating the cross-lingual translatability of VerbNet-style classification.
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Universal Dependencies 2.1
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In: https://hal.inria.fr/hal-01682188 ; 2017 (2017)
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Universal Dependencies 2.0 – CoNLL 2017 Shared Task Development and Test Data
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French Wikipedia Talk Pages: Profiling and Conflict Detection
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In: 4th Conference on CMC and Social Media Corpora for the Humanities ; https://hal.archives-ouvertes.fr/hal-01378349 ; 4th Conference on CMC and Social Media Corpora for the Humanities, Sep 2016, Ljubljana, Slovenia ; http://nl.ijs.si/janes/cmc-corpora2016/ (2016)
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